tag:blogger.com,1999:blog-56450071789581136782024-03-19T01:48:19.699-07:00Ang Li @ PNNL and UWAng's Spaceboxhttp://www.blogger.com/profile/15909653123085756104noreply@blogger.comBlogger1125tag:blogger.com,1999:blog-5645007178958113678.post-42952553989739634892017-12-07T18:51:00.267-08:002024-03-18T20:52:36.769-07:00<div class="separator" style="clear: both; text-align: center;">
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<span style="font-family: arial;"><span face="" style="background-color: transparent; color: #073763; font-size: large; text-align: left;">Dr. Ang Li is a senior computer scientist in the Physical and Computational Sciences Directorate (PCSD) of </span></span><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; text-align: left;">Pacific Northwest National Laboratory (PNNL) and affiliated Associated Professor with the ECE department of University of Washington (UW). </span><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; text-align: left;">He received his bachelor degree from the CS department of Zhejiang University, China, in 2010, and two PhD degrees from the Electrical and Computer Engineering (ECE) department of National University of Singapore (NUS), Singapore, and the Electrical Engineering (EE) department of Eindhoven University of Technology (TU/e), The Netherlands, in 2016. He jointed PNNL since Nov, 2016 and affiliated with UW since Oct, 2023. His research has been focusing on software-hardware co-design for scalable heterogeneous HPC, particularly GPUs, since 2009. His research covers full-stack design from circuit level up to architecture, system, library, and applications. He has published in major HPC conferences and journals including SC, ICS, PPoPP, IPDPS, HPDC, ASPLOS, MICRO, HPCA, ICPP, CGO, IISWC, EuroPar, TPDS, TC, ICPE, etc. His lead-author work was nominated for best paper award in SC-15, SC-17, IISWC-18 and SC-20. He received the European HiPEAC paper award, and PNNL's PCSD Outstanding Performance award. He served as organizing committee or review committee member for major HPC conferences including PPoPP, SC, ASPLOS, PACT, ISCA, IPDPS, etc. He used to work in industry as a HPC application developer, where he led the evaluation, development, and optimization of several industrial HPC applications. </span><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; text-align: left;">He also worked as a research intern in the INRIA-Lab in Paris-Sud University, France and Chinese University of Hong Kong. </span></div><div style="text-align: justify;"><span style="font-family: arial;">
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<span style="font-family: arial;"><span style="background-color: transparent; color: #073763; font-size: large;">His</span><span style="background-color: transparent; color: #073763; font-size: large; line-height: 1.5;"> research interest includes:</span></span></div>
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<li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="background-color: transparent; font-family: arial; font-size: large; line-height: 27px;">Software-Hardware Co-design for HPC accelerators, particularly GPUs, and domain-specific accelerators</span></li>
<li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="background-color: transparent; font-family: arial; font-size: large; line-height: 27px;">Performance Modeling and Evaluation for HPC Architecture and Applications</span></li>
<li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="background-color: transparent; font-family: arial; font-size: large; line-height: 27px;">Scalable Quantum Circuit Simulation, Transformation and Verification</span></li>
<li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="font-family: arial; font-size: large;">Binarized Neural Network</span></li>
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<h3 id="sites-page-title-header" style="background: transparent; border-bottom: none; color: #5064ae; font-stretch: normal; line-height: normal; margin: 0px; padding-left: 10px; padding-right: 10px; text-align: left;" xmlns="http://www.w3.org/1999/xhtml">
<span dir="ltr" id="sites-page-title" style="background-color: transparent; background-image: none; font-family: arial; font-size: x-large; outline: none;" tabindex="">Service <span style="font-weight: normal;">(PC/ERC)</span></span></h3><div><ul style="text-align: left;"><li><span dir="ltr" style="background-color: transparent; background-image: none; font-family: arial; font-size: x-large; outline: none;" tabindex=""><span style="font-size: medium; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><b>2024: </b>HPCA, SC, CC, IPDPS, ISCA, ICS</span></span></span></li><li><span dir="ltr" style="background-color: transparent; background-image: none; font-family: arial; font-size: x-large; outline: none;" tabindex=""><span style="font-size: medium; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><b>2023: </b>IPDPS, ISCA, MLSys, CC, SC, ICPP, QCE, SBAC-PAD</span></span></span></li><li><span dir="ltr" style="background-color: transparent; background-image: none; font-family: arial; font-size: x-large; outline: none;" tabindex=""><span style="font-size: medium; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><b>2022: </b>ASPLOS, PPoPP, ISCA, MICRO, SC, ISC, SBAC-PAD, HiPC, CC, ICRC</span></span></span></li><li><span dir="ltr" style="background-color: transparent; background-image: none; font-family: arial; font-size: x-large; outline: none;" tabindex=""><span style="font-size: medium; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><b>2021: </b>SC, PPoPP, ISCA, MICRO, IPDPS, Cluster, LCTES, TPDS-SS, SBAC-PAD, HiPC, HPCC</span></span></span></li><li><span dir="ltr" style="background-color: transparent; background-image: none; font-family: arial; font-size: x-large; outline: none;" tabindex=""><span style="font-size: medium; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><b>2020: </b>PPoPP, ISCA, SPAD-BAC, HPCC, TPDS-SS, SC-MLHPC</span></span></span></li><li><span style="color: #073763; font-family: arial; font-size: large;"><b>2019: </b>PPoPP, PACT, NPC, RTSS-AE</span></li><li><span style="color: #073763; font-family: arial; font-size: large;"><b>2018: </b>PPoPP-AE, NPC, ASPLOS-SRC</span></li><li><span style="color: #073763; font-family: arial; font-size: large;"><b>Journal Review</b>: TPDS, TC, TOPC, CSUR, DB, JPDC, JSA, CAL, TACO, TNNLS, JCSC, TCAS-I/II, MICPRO, FGCS, TODAES, COSE, CVIU, Nature-NPJQI, SPE, TECS, IEEE Micro, Nature-ScientificReport, TQC, TQE, SNCS, Quantum</span></li></ul><div><h3 id="sites-page-title-header" style="background: transparent; border-bottom: none; color: #5064ae; font-stretch: normal; line-height: normal; margin: 0px; padding-left: 10px; padding-right: 10px;" xmlns="http://www.w3.org/1999/xhtml"><span style="font-family: arial; font-size: x-large;"></span></h3><h3 id="sites-page-title-header" style="background: transparent; border-bottom: none; color: #5064ae; font-stretch: normal; line-height: normal; margin: 0px; padding-left: 10px; padding-right: 10px;" xmlns="http://www.w3.org/1999/xhtml"><span dir="ltr" id="sites-page-title" style="background-color: transparent; background-image: none; font-family: arial; font-size: x-large; outline: none;" tabindex="">Mentoring <span style="font-weight: normal;">(PhD & Postdoc):</span></span></h3><div><ul style="text-align: left;"><li><span style="font-size: large;"><b style="color: #073763; font-family: arial;">2023: </b><span style="color: #073763; font-family: arial;">Yue Shi (UW), </span><span style="color: #073763; font-family: arial;">Meng Wang (UBC), Mengqing Zheng (Lehigh), Zirui Mao (PNNL), Habeebat Elwalily (Middlesex County College), Chenxu Liu (PNNL), Xinyi Li (Utah), Fei Hua (Rutgers)</span></span></li><li><span style="font-size: large;"><b style="color: #073763; font-family: arial;">2022: </b><span style="color: #073763; font-family: arial;">Xinyi Li (Utah), Muqing Zheng (Lehigh), Anbang Wu (UCSB), Fei Hua (Rutgers), Zheng Wang (UCSB), Anqi Guo (Boston U), Chunshu Wu (Boston U), Kendric Hood (Kent State), Hongwu Peng (UConn), Yuke Wang (UCSB), Mao Lin (UC Merced), Bo Fang (PNNL)</span></span></li><li><span style="font-size: large;"><b style="color: #073763; font-family: arial;">2021: </b><span style="color: #073763; font-family: arial;">Muqing Zheng (Lehigh), </span><span style="color: #073763; font-family: arial;">Luke Zhang (Rice), Anqi Guo (Boston U), Fei Hua (Rutgers), Xinyi Li (Utah), Tong Geng (PNNL), Cheng Tan (PNNL), Chenhao Xie (PNNL)</span></span></li><li><span style="font-size: large;"><b style="color: #073763; font-family: arial;">2020: </b><span style="color: #073763; font-family: arial;">Komail Dharsee (Rochester U), Lele Ma (W&M), Jou-An Chen (NCSU)</span></span></li><li><span style="font-size: large;"><b style="color: #073763; font-family: arial;">2019: </b><span style="color: #073763; font-family: arial;">Linghao Song (Duke), Tong Geng (Boston U), Erika Leal (UTA)</span></span></li><li><span style="font-size: large;"><b style="color: #073763; font-family: arial;">2018: </b><span style="color: #073763; font-family: arial;">Tong Geng (Boston U), Pengfei Zou (Clemson)</span></span></li></ul></div><h3 id="sites-page-title-header" style="background: transparent; border-bottom: none; color: #5064ae; font-stretch: normal; line-height: normal; margin: 0px; padding-left: 10px; padding-right: 10px;" xmlns="http://www.w3.org/1999/xhtml"><span style="font-family: arial; font-size: x-large;">Publications</span></h3></div></div></div></div><div><div style="background-color: white; text-align: left;"><span style="font-family: arial;"><b style="line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><br /></span></b></span></div><div style="background-color: white; text-align: left;"><br /></div><div style="background-color: white; text-align: left;"><br /></div><div style="background-color: white; text-align: left;"><div><span style="font-family: arial;"><b style="line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;">2024:</span></b></span></div><div><ul><li><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="font-family: arial; font-size: large;"><span><span style="color: #073763;"><b>[EPJA]</b> "</span><span style="color: #3d85c6;">Deep Quantum Circuit Simulations of Low-energy Nuclear States</span><span style="color: #073763;">", </span><b style="color: #073763;">Ang Li</b><span style="color: #073763;">, Alessandro Baroni, Ionel Stetcu, and Travis S. Humble. The European Physical Journal A. DOI:10.1140/epja/s10050-024-01286-7. (Accepted) [<a href="https://arxiv.org/abs/2310.17739">arXiv</a>]</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span style="font-family: arial; font-size: large;"><span><b><b><b><b><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black;"><b style="color: #073763;"><span style="color: black; font-family: arial; font-size: large;"><b style="color: #073763;"><b style="color: black;"><b><b><b><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black;"><b style="color: #073763;"><span style="color: black; font-family: arial; font-size: large;"><b style="color: #073763;"><span style="color: black; font-family: arial; font-size: large;"><b style="color: #073763;"><b style="color: black;"><b><b><b><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black;"><b style="color: #073763;"><span style="color: black; font-family: arial; font-size: large;"><b style="color: #073763;"><b style="color: black;"><b><b><b><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black;"><b style="color: #073763;"><span style="color: black; font-family: arial; font-size: large;"><b style="color: #073763;"><span style="color: black; font-family: arial; font-size: large; font-weight: 400;"><b style="color: #073763;">[arXiv] </b><span style="color: #073763;">"</span></span><span style="color: #3d85c6; font-family: arial; font-size: large; font-weight: 400;">AQM: A Refresh of the Abstract Qubit Model for Quantum Codesign</span><span style="color: #073763; font-family: arial; font-size: large; font-weight: 400;">", Chenxu Liu, Samuel Stein, Muqing Zheng, James Ang, and </span><span style="color: #073763; font-family: arial; font-size: large;">Ang Li</span><span style="color: #073763; font-family: arial; font-size: large; font-weight: 400;">, 2024. [<a href="https://arxiv.org/abs/2403.11329">arXiv</a>]</span></b></span></b></span></span></span></span></b></span></span></span></b></b></b></b></b></b></b></b></b></span></b></span></span></span></span></b></span></span></span></b></b></b></b></b></b></b></b></b></span></b></span></b></span></span></span></span></b></span></span></span></b></b></b></b></b></b></b></b></b></span></b></span></span></span></span></b></span></span></span></b></b></b></b></b></b></b></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span style="font-family: arial; font-size: large;"><span><b><b><b><b><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black;"><b style="color: #073763;"><span style="color: black; font-family: arial; font-size: large;"><b style="color: #073763;"><b style="color: black;"><b><b><b><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black;"><b style="color: #073763;"><span style="color: black; font-family: arial; font-size: large;"><b style="color: #073763;"><span style="color: black; font-family: arial; font-size: large; font-weight: 400;"><b style="color: #073763;">[arXiv] </b><span style="color: #073763;">"</span></span><span style="color: #3d85c6; font-family: arial; font-size: large; font-weight: 400;">Accurate and Data-Efficient Micro-XRD Phase Identification using Multi-Task Learning: Application to Hydrothermal Fluids</span><span style="color: #073763; font-family: arial; font-size: large; font-weight: 400;">", Yanfei Li, Juejing Liu, Xiaodong Zhao, Wenjun Liu, Tong Geng, </span><span style="color: #073763; font-family: arial; font-size: large;">Ang Li</span><span style="color: #073763; font-family: arial; font-size: large; font-weight: 400;"> and Xin Zhang, 2024. [<a href="https://arxiv.org/abs/2403.10042">arXiv</a>]</span></b></span></b></span></span></span></span></b></span></span></span></b></b></b></b></b></b></b></b></b></span></b></span></span></span></span></b></span></span></span></b></b></b></b></b></b></b></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span style="font-family: arial; font-size: large;"><span><b><b><b><b><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black;"><b style="color: #073763;"><span style="color: black; font-family: arial; font-size: large;"><b style="color: #073763;"><b style="color: black;"><b><b><b><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black;"><b style="color: #073763;"><span style="color: black; font-family: arial; font-size: large; font-weight: 400;"><b style="color: #073763;">[TC] </b><span style="color: #073763;">"</span><span style="color: #3d85c6;">FPGA-Accelerated Range-Limited Molecular Dynamics</span></span><span style="color: #073763; font-family: arial; font-size: large; font-weight: 400;">", Chunshu Wu, Chen Yang, Sahan Bandara, Tong Geng, Anqi Guo, Pouya Haghi, </span><span style="color: #073763; font-family: arial; font-size: large;">Ang Li</span><span style="color: #073763; font-family: arial; font-size: large; font-weight: 400;"> and Martin Herbordt, IEEE Transactions on Computers, 2024. </span></b></span></span></span></span></b></span></span></span></b></b></b></b></b></b></b></b></b></span></b></span></span></span></span></b></span></span></span></b></b></b></b></b></b></b></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><span style="color: #073763; font-family: arial; font-size: large;">10.1109/TC.2024.3375613</span></li><li><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span style="font-family: arial; font-size: large;"><span><span style="background-color: transparent;"><span style="background-color: transparent;"><span style="background-color: transparent; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><span><span style="font-family: arial; font-size: large;"><span><span><span style="background-color: transparent;"><span style="background-color: transparent;"><span style="background-color: transparent; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><span><span style="color: #073763; font-family: arial; font-size: large;"><b>[ICPE-24]</b> "</span><span style="color: #3d85c6; font-family: arial; font-size: large;">Evaluating Emerging AI/ML Accelerators: IPU, RDU, and NVIDIA/AMD GPUs</span><span style="color: #073763; font-family: arial; font-size: large;">", Hongwu Peng, Caiwen Ding, Tong Geng, Sutanay Choudhury, Kevin Barker and <b>Ang Li</b>, 15th ACM/SPEC International Conference on Performance Engineering, South Kensington, London, UK. May 7-11, 2024. DOI:10.1145/3629527.3651428 [<a href="https://arxiv.org/abs/2311.04417">arXiv</a>]</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span style="font-family: arial; font-size: large;"><span><span style="background-color: transparent;"><span style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black;"><span style="color: #073763;"><span style="color: black; font-family: arial; font-size: large; font-weight: 400;"><b style="color: #073763;">[PES-24] </b><span style="color: #073763;">"</span><span style="color: #3d85c6;">Early Exploration of a Flexible Framework for Efficient Quantum Linear Solvers in Power Systems</span></span><span style="color: #073763; font-family: arial; font-size: large; font-weight: 400;">", Muqing Zheng, Yousu Chen, Xiu Yang, and </span><span style="color: #073763; font-family: arial; font-size: large;"><b>Ang Li</b>, IEEE Power and Energy Society General Meeting, Seattle, WA, USA. July 21-25, 2024.</span><span style="color: #073763; font-family: arial; font-size: large; font-weight: 400;"> [<a href="https://arxiv.org/abs/2402.08136">arXiv</a>]</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span style="font-family: arial; font-size: large;"><span><b><b><b><b><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black; font-weight: 400;"><b style="color: #073763;">[CCGrid-24]</b> "<span style="color: #3d85c6;">A Testing-Guided Approach to Characterize NVIDIA and AMD Matrix Accelerator Numerics </span></span><span style="color: black; font-weight: 400;">", </span><span style="color: #073763; font-weight: 400;">Xinyi Li, </span><span style="color: #073763;">Ang Li</span><span style="color: #073763; font-weight: 400;">, Bo Fang, Ignacio Laguna, Ganesh Gopalakrishnan</span><span style="color: #073763;"><span><span style="color: black; font-weight: 400;">, </span><span style="font-weight: 400;">24th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing</span><span style="color: black; font-weight: 400;">, </span><span style="font-weight: 400;">Philadelphia, PA, USA. May 6-9, 2024.</span><span style="color: black; font-weight: 400;"> </span></span></span></span></span></span></b></span></span></span></b></b></b></b></b></b></b></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span style="font-family: arial; font-size: large;"><span><b style="color: #073763;"><b><b><b>[PSCC-24] </b><span style="color: #073763; font-weight: 400;">"</span><span style="color: #3d85c6; font-weight: 400;">Toward Intelligent Emergency Control for Large-scale Power Systems: Convergence of Learning, Physics, Computing and Control</span><span style="color: #073763; font-weight: 400;">", Qiuhua Huang, Renke Huang, Tianzhixi Yin, Sohom Datta, Xueqing Sun, Jason Hou, Jie Tan, Wenhao Yu, Yuan Liu, Xinya Li, Bruce Palmer, </span><span style="color: #073763;">Ang Li</span><span style="color: #073763; font-weight: 400;">, Xinda Ke, Marianna Vaiman, Song Wang, Yousu Chen, the 23rd Power Systems Computation Conference, Paris-Saclay, France. June 4-7, 2024.</span></b></b></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="font-weight: 400;"><b style="color: #073763;">[JCIM]</b> "<span style="color: #3d85c6;">Acceleration of Graph Neural Network-based Predication Models in Chemistry via Co-design Optimization on Intelligence Processing Units</span></span><span style="color: black; font-weight: 400;">", </span><span style="color: #073763;"><span><span style="font-weight: 400;">Hatem Helal, Jesun Firoz, Jenna Bilbrey, Henry Sprueill, Kristina Herman, Mario Krell, Tom Murray, Manuel Roldan, Mike Kraus, </span><span>Ang Li</span><span style="font-weight: 400;">, Payel Das,Sotiris Xantheas, Sutanay</span></span><span style="font-weight: 400;"> Choudhury, Journal of Chemical Information and Modeling</span></span><span style="color: black; font-weight: 400;">. DOI:10.1021/acs.jcim.3c01312</span><span style="color: black; font-weight: 400;"> [<a href="https://arxiv.org/abs/2211.13853">arXiv</a>][<a href="https://pubs.acs.org/doi/full/10.1021/acs.jcim.3c01312">link</a>]</span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black;"><b style="color: #073763;"><b>[TQE]</b><b style="font-weight: 400;"> </b><span style="color: #073763; font-weight: 400;">"</span><span style="color: #3d85c6; font-weight: 400;">A Quantum-Classical Collaborative Training Architecture Based on Quantum State Fidelity</span><span style="color: #073763; font-weight: 400;">", Ryan L'Abbate, Anthony D'Onofrio JR., Samuel Stein, Samuel Yen-Chi Chen, </span><span style="color: #073763;">Ang Li</span><span style="color: #073763; font-weight: 400;">, Pin-Yu Chen, Juntao Chen, Ying Mao, IEEE Transactions on Quantum Engineering. DOI:10.1109/TQE.2024.3367234 [<a href="https://ieeexplore.ieee.org/document/10439653">link</a>]</span></b></span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></span></span></li><li><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span style="font-family: arial; font-size: large;"><span><b style="color: #073763;"><b>[EABE] </b><span style="color: #073763; font-weight: 400;">"</span><span style="color: #3d85c6; font-weight: 400;">A GPU Accelerated Mixed-precision Smoothed Particle Hydrodynamics Framework with Cell-based Relative Coordinates</span><span style="color: #073763; font-weight: 400;">", Zirui Mao, Xinyi Li, Shenyang Hu, Ganesh Gopalakrishnan, <b>Ang Li</b>, Engineering Analysis with Boundary Elements, Elsevier. DOI:10.1016/j.enganabound.2024.01.020</span></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span style="font-family: arial; font-size: large;"><span><b style="color: #073763;">[ICLR-24] </b><span style="color: #073763;">"</span><span style="color: #3d85c6;">NP-GL: Extending Power of Nature from Binary to Real-World Graph Learning</span><span style="color: #073763;">", Chunshu Wu, Ruibing Song, Chuan Liu, Yunan Yang, <b>Ang Li</b>, Michael Huang, Tong Geng, 12th International Conference on Learning Representations, Vienna, Austria. May 7-12, 2024.</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span style="font-family: arial; font-size: large;"><span><b style="color: #073763;">[ICASSP-24] </b><span style="color: #073763;">"</span><span style="color: #3d85c6;">Quapprox: A Framework for Benchmarking the Approximability of Variational Quantum Circuit</span><span style="color: #073763;">", Jinyang Li, <b>Ang Li</b> and Weiwen Jiang, 2024 IEEE International Conference on Accoustics, Speech and Signal Processing, Seoul, South Korea. April 14-19, 2024.</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span style="font-family: arial; font-size: large;"><span><b style="color: #073763;">[ASPLOS-24] </b><span style="color: #073763;">"</span><span style="color: #3d85c6;">Red-QAOA: Efficient Variational Optimization through Circuit Reduction</span><span style="color: #073763;">", Meng Wang, Bo Fang, <b>Ang Li</b> and Prashant Nair, ACM International Conference on Architectural Support for Programming Languages and Operating Systems, San Diego, CA, USA. April 27- May 1, 2024. DOI:10.1145/3620665.3640363</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span style="font-family: arial; font-size: large;"><span><b style="color: #073763;">[ASPLOS-24] </b><span style="color: #073763;">"</span><span style="color: #3d85c6;">RAP: Resource-aware Automated GPU Sharing for Multi-GPU Recommendation Model Training and Input Preprocessing</span><span style="color: #073763;">", Zheng Wang, Yuke Wang, Jiaqi Deng, <b>Ang Li</b> and Yufei Ding, ACM International Conference on Architectural Support for Programming Languages and Operating Systems, San Diego, CA, USA. April 27- May 1, 2024. DOI:10.1145/3620665.3640406</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li></ul><div><b style="font-family: arial; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;">2023:</span></b></div><ul style="text-align: left;"><li><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span style="font-family: arial; font-size: large;"><b style="color: #073763;">[arXiv] </b><span style="color: #073763;">"</span><span style="color: #3d85c6;">Quantum-centric Supercomputing for Materials Science: A Perspective on Challenges and Future Directions</span></span><span style="color: #073763; font-family: arial; font-size: large;">", Many Authors. [<a href="https://arxiv.org/abs/2312.09733">arXiv</a>]</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span style="font-family: arial; font-size: large;"><b style="color: #073763;">[arXiv] </b><span style="color: #073763;">"</span></span><span style="color: #3d85c6; font-family: arial; font-size: large;">Unleashed from Constrained Optimization: Quantum Computing for Quantum Chemistry Employing Generator Coordinate Method</span><span style="color: #073763; font-family: arial; font-size: large;">", Muqing Zheng, Bo Peng, <b>Ang Li</b>, Xiu Yang, and Karol Kowalski. [<a href="https://arxiv.org/abs/2312.07691">arXiv</a>]</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span><span face="" style="line-height: 13.7143px;"><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span><span style="line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><span face=""><span><span><span style="font-family: arial; font-size: large;"><b style="color: #073763;">[arXiv] </b><span style="color: #073763;">"</span><span style="color: #3d85c6;">C</span></span><span style="color: #3d85c6; font-family: arial; font-size: large;">o-Designed Superconducting Architecture for Lattice Surgery of Surface Codes with Quantum Inferface Routing Card</span><span style="color: #073763; font-family: arial; font-size: large;">", Charles Guinn, Samuel Stein, Esin Tureci, Guus Avis, Chenxu Liu, Stefan Krastanov, Andrew A. Houck, <b>Ang Li</b>. [<a href="https://arxiv.org/abs/2312.01246">arXiv</a>]</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="font-size: large; line-height: 13.7143px;"><span><span face="" style="font-size: large; line-height: 13.7143px;"><span><span face="" style="font-size: large; line-height: 13.7143px;"><b><b><b><b><span style="font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b><span face="" style="font-size: large;"><span><span><span><b><b><b><b><b><span style="font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b><span face="" style="font-size: large;"><span><span><span style="color: #073763;"><b><b><b><b><span style="font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b><span face="" style="font-size: large;"><span><span><span style="color: black; font-weight: 400;"><b style="color: #073763;">[arXiv]</b> "<span style="color: #3d85c6;">Multi-mode Cavity Centric Archtiectures for Quantum Simulation</span></span><span style="color: black; font-weight: 400;">", </span><span style="font-weight: 400;">Samuel Stein, Fei Hua, Chenxu Liu, Charles Guinn, James Ang, Eddy Zhang, Srivatsan Chakram, Yufei Ding and </span><span>Ang Li</span><span style="font-weight: 400;"> [<a href="https://arxiv.org/abs/2309.15994">arXiv</a>]</span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="font-size: large; line-height: 13.7143px;"><span><span face="" style="font-size: large; line-height: 13.7143px;"><span><span face="" style="font-size: large; line-height: 13.7143px;"><b><b><b><b><span style="font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b><span face="" style="font-size: large;"><span><span><span><b><b><b><b><b><span style="font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b><span face="" style="font-size: large;"><span><span><span style="color: #073763;"><b><b><b><b><span style="font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b><span face="" style="font-size: large;"><span><span><span style="color: black; font-weight: 400;"><b style="color: #073763;">[arXiv]</b> "<span style="color: #3d85c6;">Quantum Memory: A Missing Piece in Quantum Computing Units</span></span><span style="color: black; font-weight: 400;">", </span><span style="font-weight: 400;">Chenxu Liu, Meng Wang, Samuel Stein, Yufei Ding and </span><span>Ang Li</span><span style="font-weight: 400;"> [<a href="https://arxiv.org/abs/2309.14432">arXiv</a>]</span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="font-size: large; line-height: 13.7143px;"><span><span face="" style="font-size: large; line-height: 13.7143px;"><span><span face="" style="font-size: large; line-height: 13.7143px;"><b><b><b><b><span style="font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b><span face="" style="font-size: large;"><span><span><span><b><b><b><b><b><span style="font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b><span face="" style="font-size: large;"><span><span><span style="color: #073763;"><b><b><b><b><span style="font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b><span face="" style="font-size: large;"><span><span><span style="color: black; font-weight: 400;"><b style="color: #073763;">[arXiv]</b> "<span style="color: #3d85c6;">QASMTrans: A QASM based Quantum Transpiler Framework for NISQ Devices</span></span><span style="color: black; font-weight: 400;">", </span><span style="font-weight: 400;">Fei Hua, Meng Wang, Gushu Li, Bo Peng, Chenxu Liu, Muqing Zheng, Samuel Stein, Yufei Ding, Eddy Z. Zhang, Travis S. Humble, </span><span>Ang Li</span><span style="font-weight: 400;"> [<a href="https://arxiv.org/abs/2308.07581">arXiv</a>]</span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="font-size: large; line-height: 13.7143px;"><span><span face="" style="font-size: large; line-height: 13.7143px;"><span><span face="" style="font-size: large; line-height: 13.7143px;"><b><b><b><b><span style="font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b><span face="" style="font-size: large;"><span><span><span><b><b><b><b><b><span style="font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b><span face="" style="font-size: large;"><span><span><span style="color: #073763;"><b><b><b><b><span style="font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b><span face="" style="font-size: large;"><span><span><span style="color: black; font-weight: 400;"><b style="color: #073763;">[arXiv]</b> "<span style="color: #3d85c6;">MPGemmFI: A Fault Injection Technique for Mixed Precision GEMM in ML Applications</span></span><span style="color: black; font-weight: 400;">", </span><span style="font-weight: 400;">Bo Fang, Xinyi Li, Harvey Dam, Cheng Tan, Siva Hari, Timothy Tsai, Ignacio Laguna, Dingwen Tao, Ganesh Gopalakrishnan, Prashant Nair, Kevin Barker, and </span><span>Ang Li</span><span style="font-weight: 400;"> </span><span style="font-weight: 400;"> [<a href="https://arxiv.org/abs/2311.05782">arXiv</a>]</span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="font-size: large; line-height: 13.7143px;"><span><span face="" style="font-size: large; line-height: 13.7143px;"><span><span face="" style="font-size: large; line-height: 13.7143px;"><b><b><b><b><span style="font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b><span face="" style="font-size: large;"><span><span><span><b><b><b><b><b><span style="font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b><span face="" style="font-size: large;"><span><span><span style="color: #073763;"><b><b><b><b><span style="font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b><span face="" style="font-size: large;"><span><span><span style="color: black; font-weight: 400;"><b style="color: #073763;">[arXiv]</b> "<span style="color: #3d85c6;">Optimal Synthesis of Stabilizer Codes via MaxSAT</span></span><span style="color: black; font-weight: 400;">", </span><span style="font-weight: 400;">Keyi Yin, Hezi Zhang, Yunong Shi, Travis Humble, </span><span>Ang Li</span><span style="font-weight: 400;"> and Yufei Ding [<a href="https://arxiv.org/abs/2308.06428">arXiv</a>]</span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span style="color: #073763;"><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black; font-weight: 400;"><b style="color: #073763;">[<b style="background-color: transparent; color: black;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black;"><b style="color: #073763;"><span style="color: black; font-family: arial; font-size: medium; font-weight: 400;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;">MICRO-23</b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b>]</b> "<span style="color: #3d85c6;">Microarchitectures for Heterogeneous Superconducting Quantum Computers</span></span><span style="color: black; font-weight: 400;">", </span><span style="font-weight: 400;">Samuel Stein, Sara Sussman, Teague Tomesh, Charles Guinn, Esin Tureci, Sophia Fuhui Lin, Wei Tang, James Ang, Srivatsan Chakram, </span><span>Ang Li</span><span style="font-weight: 400;">, Margaret Martonosi, Fred T. Chong, Andrew A. Houck, Issac L. Chuang, Michael Austin DeMarco, <b style="background-color: transparent; color: black;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black;"><b style="color: #073763;"><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; font-weight: 400; line-height: 13.7143px;">56th IEEE/ACM International Symposium on Microarchitecture, Toronto, Canada. Oct 28-Nov 1, 2023. DOI:10.1145/3613424.3614300</span></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b> [<a href="https://arxiv.org/abs/2305.03243">arXiv</a>][<a href="https://dl.acm.org/doi/pdf/10.1145/3613424.3614300">Link</a>]</span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black;"><b style="color: #073763;"><span style="color: black; font-family: arial; font-size: medium; font-weight: 400;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b style="background-color: transparent; color: black;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span style="color: #073763;"><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black; font-weight: 400;"><b style="color: #073763;">[<b style="background-color: transparent; color: black;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black;"><b style="color: #073763;"><span style="color: black; font-family: arial; font-size: medium; font-weight: 400;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;">MICRO-23</b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b>]</b> "<span style="color: #3d85c6;">QuComm: Optimizing Collective Communication for Distributed Quantum Computing</span></span><span style="color: black; font-weight: 400;">", </span><span style="font-weight: 400;">Anbang Wu, Yufei Ding and </span><span>Ang Li</span><span style="font-weight: 400;">, <b style="background-color: transparent; color: black;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black;"><b style="color: #073763;"><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; font-weight: 400; line-height: 13.7143px;">56th IEEE/ACM International Symposium on Microarchitecture, Toronto, Canada. Oct 28-Nov 1, 2023. DOI: 10.1145/3613424.3614253 [<a href="https://arxiv.org/abs/2208.06724">arXiv</a>][<a href="https://dl.acm.org/doi/pdf/10.1145/3613424.3614253">Link</a>]</span></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black;"><b style="color: #073763;"><span style="color: black; font-family: arial; font-size: medium;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b style="background-color: transparent; color: black;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black;"><b style="color: #073763;"><span style="color: black; font-family: arial; font-size: medium;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b style="background-color: transparent; color: black;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black;"><b style="color: #073763;"><span style="color: black; font-family: arial; font-size: medium;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b style="background-color: transparent; color: black;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span style="color: #073763;"><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black; font-weight: 400;"><b style="color: #073763;">[<b style="background-color: transparent; color: black;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black;"><b style="color: #073763;"><span style="color: black; font-family: arial; font-size: medium; font-weight: 400;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;">BigData-23</b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b>]</b> "<span style="color: #3d85c6;">Distributed Quantum Learning with co-Management in a Multi-tenant Quantum System</span></span><span style="color: black; font-weight: 400;">", </span><span style="font-weight: 400;">Anthony D'Onofrio Jr.</span><span style="font-weight: 400;">, Amir Hossain, Lesther Santana, Naseem Machlovi, Samuel Stein, Jinwei Liu, </span><span>Ang Li</span><span style="font-weight: 400;"> and Ying Mao<b style="background-color: transparent; color: black;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black;"><b style="color: #073763;"><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; font-weight: 400; line-height: 13.7143px;">, Sorrento, Italy. Dec 15-18, 2023. DOI: </span></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></span></span><span style="color: #073763; font-family: arial; font-size: large;">10.1109/BigData59044.2023.10386676</span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black;"><b style="color: #073763;"><span style="color: black; font-family: arial; font-size: medium;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b style="background-color: transparent; color: black;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black;"><b style="color: #073763;"><span style="color: black; font-family: arial; font-size: medium; font-weight: 400;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;">[JPCC] </b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; font-weight: 400; line-height: 13.7143px;">"</span><span style="background-color: transparent; color: black; font-family: arial; font-size: large; font-weight: 400; line-height: 13.7143px;"><span style="color: #3d85c6;">Machine Learning Automated Analysis of Enormous Synchrotron X-Ray Diffraction Datasets</span><span style="color: #073763;">"</span></span><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; line-height: 13.7143px;"><span><span style="font-weight: 400;">, Xiaodong Zhao, Yixuan Luo, Juejing Liu, Wenjun Liu, Kevin Rosso, Xiaofeng Guo, Tong Geng, </span>Ang Li<span style="font-weight: 400;"> and Xin Zhang, The Journal of Physical Chemistry, Part C. DOI:10.1021/acs.jpcc.3c03572 [<a href="https://arxiv.org/abs/2303.10881">arXiv</a>][<a href="https://pubs.acs.org/doi/10.1021/acs.jpcc.3c03572">Link</a>]</span></span></span></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black;"><b style="color: #073763;"><span style="color: black; font-family: arial; font-size: medium; font-weight: 400;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;">[ICCV-23] </b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; font-weight: 400; line-height: 13.7143px;">"</span><span style="background-color: transparent; color: black; font-family: arial; font-size: large; font-weight: 400; line-height: 13.7143px;"><span style="color: #3d85c6;">AutoReP: Automatic ReLU Replacement for Fast Private Network Inference</span><span style="color: #073763;">"</span></span><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; line-height: 13.7143px;"><span><span style="font-weight: 400;">, Hongwu Peng, Shaoyi Huang, Tong Zhou, Yukui Luo, Chenghong Wang, Zigeng Wang, Jiahui Zhao, Xi Xie, </span>Ang Li<span style="font-weight: 400;">, Tong Geng, Kalleel Mahmood, Wujie Wne, Xiaolin Xu, Caiwen Ding</span></span></span><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; font-weight: 400; line-height: 13.7143px;">, International Conference on Computer Vision, Paris, France. Oct 2-6, 2023.</span></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black;"><b style="color: #073763;"><span style="color: black; font-family: arial; font-size: medium; font-weight: 400;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;">[QCE-23] </b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; font-weight: 400; line-height: 13.7143px;">"</span><span style="background-color: transparent; color: black; font-family: arial; font-size: large; font-weight: 400; line-height: 13.7143px;"><span style="color: #3d85c6;">A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices</span><span style="color: #073763;">"</span></span><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; font-weight: 400; line-height: 13.7143px;"><span>, Jinyang Li</span></span><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; font-weight: 400; line-height: 13.7143px;">, Zhepeng Wang, Zhirui Hu, Prasanna Date, </span><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; line-height: 13.7143px;">Ang Li</span><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; font-weight: 400; line-height: 13.7143px;"> and Weiwen Jiang, IEEE International Conference on Quantum Computing and Engineering, Bellevue, WA, USA. Sep 17-22, 2023. </span></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></span></span><span style="color: #073763; font-family: arial; font-size: large;">10.1109/QCE57702.2023.00038</span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black; font-weight: 400;"><b style="color: #073763;">[SC-23]</b> "<span style="color: #3d85c6;">FASDA: An FPGA-Aided, Scalable and Distributed Accelerator for Range-Limited Molecular Dynamics</span></span><span style="color: black; font-weight: 400;">", </span><span style="color: #073763;"><span style="font-weight: 400;">Chunshu Wu, Tong Geng,</span><span style="font-weight: 400;"> Anqi Guo, Saha Bandara, Pouya Haghi, Chuan Liu, </span><span>Ang Li</span><span style="font-weight: 400;"> and Martin Herbordt, The 2023 International Conference for High Performance Computing, Networking, Storage and Analysis, Denver, CO, USA. Nov 12-17, 2023. DOI:10.1145/3581784.3607100</span></span><span style="color: #20124d; font-weight: 400;">.</span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><span style="color: #073763;"><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: black; font-weight: 400;"><b style="color: #073763;">[arXiv]</b> "<span style="color: #3d85c6;">Enabling Full-Stack Quantum Computing with Changeable Error-Corrected Qubits</span></span><span style="color: black; font-weight: 400;">", </span><span style="font-weight: 400;">Anbang Wu, Keyi Yin, Andrew Cross, </span><span>Ang Li</span><span style="font-weight: 400;"> and Yufei Ding</span><span style="font-weight: 400;"> [<a href="https://arxiv.org/pdf/2305.07072.pdf">arXiv</a>]</span></span></span></span></b></span></span></span></b></b></b></b></span></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="font-weight: 400;"><b style="color: #073763;">[PRR]</b> "<span style="color: #3d85c6;">Quantum Algorithms for Generator Coordinate Methods</span></span><span style="color: black; font-weight: 400;">", </span><span style="color: #073763; font-weight: 400;">Muqing Zheng, Bo Peng, Nathan Wiebe, </span><span style="color: #073763;">Ang Li</span><span style="color: #073763; font-weight: 400;">, Xiu Yang, and Karol Kowalski, </span><span style="color: black; font-weight: 400;"><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="color: #073763; font-weight: 400;">Physical Review Research, DOI:10.1103/PhysRevResearch.5.023200 </span></span></span></span></b></span></span></span></b></b></b></b>[<a href="https://arxiv.org/abs/2212.09205">arXiv</a>][<a href="https://journals.aps.org/prresearch/abstract/10.1103/PhysRevResearch.5.023200">Link</a>]</span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><span><span style="color: black;"><b style="color: #073763;"><span style="color: black; font-weight: 400;"><b style="color: #073763;">[ICS-23]</b> "<span style="color: #3d85c6;">BitGNN: Unleashing the Performance Potential of Binary Graph Neural Networks on GPUs</span></span><span style="color: black; font-weight: 400;">", </span><span style="color: #073763; font-weight: 400;">Jou-An Chen, Hsin-Hsuan Sung, Xipeng Shen, Sutanay Choudhury, </span><span style="color: #073763; font-weight: 400;"><b>Ang Li</b></span><span style="color: #073763; font-weight: 400;">,<span> </span>International Conference on Supercomputing, Orlando, FL, USA. June 21-23, 2023. DOI:10.1145/3577193.3593725</span></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><span><span style="color: black;"><b style="color: #073763;"><span style="color: black; font-weight: 400;"><b style="color: #073763;">[ICS-23]</b> "<span style="color: #3d85c6;">Software-Hardware Co-design of Heterogeneous SmartNIC System for Recommendation Models Inference and Training</span></span><span style="color: black; font-weight: 400;">", </span><span style="color: #073763; font-weight: 400;">Anqi Guo, Yuchen Hao, Chunshu Wu, Pouya Haghi, Zhenyu Pan, Min Si, Dingwen Tao, </span><span style="color: #073763;">Ang Li</span><span style="color: #073763; font-weight: 400;">, Martin Herbordt, Tong Geng</span><span style="color: #073763; font-weight: 400;">,<span> </span>International Conference on Supercomputing, Orlando, FL, USA. June 21-23, 2023. DOI:10.1145/3577193.3593724</span></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><span><span style="color: black;"><b style="color: #073763;"><span style="color: black; font-weight: 400;"><b style="color: #073763;">[ICS-23]</b> "<span style="color: #3d85c6;">FLASH: FPGA-Accelerated Smart Switches with GCN Case Study</span></span><span style="color: black; font-weight: 400;">", </span><span style="color: #073763; font-weight: 400;">Pouya Haghi, William Krska, Cheng Tan, Tong Geng, Po Hao Chen, Connor Greenwood, Anqi Guo, Thomas Hines, Chunshu Wu, </span><span style="color: #073763;">Ang Li</span><span style="color: #073763; font-weight: 400;">, Antony Skjellum, Martin Herbordt</span><span style="color: #073763; font-weight: 400;">,<span> </span>International Conference on Supercomputing, Orlando, FL, USA. June 21-23, 2023. DOI:10.1145/3577193.3593739</span></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><span><span style="color: black; font-weight: 400;"><b style="color: #073763;">[OSDI-23]</b> "<span style="color: #3d85c6;">Accelerating Graph Neural Networks with Fine-grained Intra-kernel Communication-Computation Pipelining on Multi-GPU Platforms</span></span><span style="color: black; font-weight: 400;">", </span><span style="color: #073763; font-weight: 400;">Yuke Wang, Boyuan Feng, Zheng Wang, Tong Geng, Kevin Barker, </span><span style="color: #073763;"><b>Ang Li</b></span><span style="color: #073763; font-weight: 400;"> and Yufei Ding</span><span style="color: #073763;">,<b style="font-weight: 400;"> </b>17th USENIX Symposium on Operating Systems Design and Implementation, Boston, MA, USA. July 10-12, 2023, [<a href="https://arxiv.org/abs/2209.06800">arXiv</a>]</span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><span><span style="color: black;"><b style="color: #073763;">[HPDC-23]</b> "<span style="color: #3d85c6;">Practical GPU Floating-Point Exception Detection, Diagnosis and Repair</span></span><span style="color: black;">", </span><span style="color: #073763;">Xinyi Li, Ignacio Laguna, Bo Fang, Katarzyna Swirydowicz, <b>Ang Li</b> and Ganesh Gopalakrishnan</span><span style="color: #073763;">,<span> </span>ACM International Symposium on High-Performance Parallel and Distributed Computing, Orlando, FL, USA. June 16-23, 2023, DOI:10.1145/3588195.3592991</span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="font-weight: 400;"><b style="color: #073763;">[ISCA-23]</b> "<span style="color: #3d85c6;">Q-BEEP: Quantum Bayesian Error Mitigation Employing Poisson Modeling over the Hamming Spectrum for Quantum Error Mitigation</span></span><span style="color: black; font-weight: 400;">", </span><span style="color: #073763;"><span style="font-weight: 400;">Samuel Stein, Nathan Wiebe, Yufei Ding, James Ang and </span><b>Ang Li</b>,<b> </b>International Symposium on Computer Architecture, Orlando, FL, USA. Jun 17-23, 2023, DOI:10.1145/3579371.3589043<b> </b><span style="font-weight: 400;">[<a href="https://arxiv.org/abs/2207.07237">arXiv</a>]</span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="font-weight: 400;"><b style="color: #073763;">[JPDC]</b> "<span style="color: #3d85c6;">Accelerating Matrix-Centric Graph Processing on GPU through Bit-Level Optimizations</span></span><span style="color: black; font-weight: 400;">", </span><span style="color: #073763;"><span style="font-weight: 400;">Jou-An Chen, Hsin-Hsuan Sung, Xipeng Shen, Nathan Tallent, Kevin Barker, and </span><span>Ang Li</span></span><span style="color: #073763; font-weight: 400;">, Journal of Parallel and Distributed Computing, DOI:10.1016/j.jpdc.2023.02.013 [<a href="https://www.sciencedirect.com/science/article/abs/pii/S0743731523000357?casa_token=L6UzhfknHaAAAAAA:YbkfVFd9ELku3VZV9Yef1KoADSfkehNAFQFFLCfMVNYMtngmZbf0_lEXjtQSs1ZASXPnwKT_BWop">Link</a>]. </span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="font-weight: 400;"><b style="color: #073763;">[DAC-23]</b> "<span style="color: #3d85c6;">Ising-CF: A Pathbreaking Collaborative Filtering Method Through Efficient Ising Machine Learning</span></span><span style="color: black; font-weight: 400;">", </span><span style="color: #073763; font-weight: 400;">Zhuo Liu, Yunan Yang, Zhenyu Pan, Anshujit Sharma, Amit Hasan, Caiwen Ding, </span><span style="color: #073763;">Ang Li</span><span style="color: #073763; font-weight: 400;">, Michael Huang, and Tong Geng, Design Automation Conference, San Francisco, CA, USA, July 9-13, 2023. DOI:</span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></span></span><span style="color: #073763; font-family: arial; font-size: large;">10.1109/DAC56929.2023.10247860</span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="font-weight: 400;"><b style="color: #073763;">[DAC-23]</b> "<span style="color: #3d85c6;">ML-CGRA: An Integrated Compilation Framework to Enable Efficient Machine Learning Acceleration on CGRAs</span></span><span style="color: black; font-weight: 400;">", </span><span style="color: #073763; font-weight: 400;">Yixuan Luo, Cheng Tan, Nicolas Bohm Agostini, </span><span style="color: #073763;">Ang Li</span><span style="color: #073763; font-weight: 400;">, Antonino Tumeo, Nirav Dave and Tong Geng</span><span style="color: #073763; font-weight: 400;">, Design Automation Conference, San Francisco, CA, USA, July 9-13, 2023. DOI:</span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></span></span><span style="color: #073763; font-family: arial; font-size: large;">10.1109/DAC56929.2023.10247873</span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b style="color: #073763;"><b style="background-color: transparent; color: black;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="font-weight: 400;"><b style="color: #073763;">[HPCA-23]</b> "<span style="color: #3d85c6;">A Pulse Generation Framework with Augmented Program-aware Basis Gates and Criticality Analysis</span></span><span style="color: black; font-weight: 400;">", Yanhao Chen</span><span style="color: #073763; font-weight: 400;">, Yuwei Jin, Fei Hua, Ari Hayes, </span><span style="color: #073763;">Ang Li</span><span style="color: #073763; font-weight: 400;">, Yunong Shi, and Eddy Z. Zhang, 29th IEEE International Symposium on High-Performance Computer Architecture, Montreal, QC, Canda, Feb 25-Mar 1, 2023. DOI:</span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></span></span><span style="color: #073763; font-family: arial; font-size: large;">10.1109/HPCA56546.2023.10070990</span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b style="color: #073763;"><b style="background-color: transparent; color: black;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="font-weight: 400;"><b style="color: #073763;">[AAAI-23]</b> "<span style="color: #3d85c6;">Ising-Traffic: An Ising-based Framework for Traffic Congestion Prediction with Uncertainty</span></span><span style="color: black; font-weight: 400;">", </span><span style="color: #073763; font-weight: 400;">Zhenyu Pan, Anshujit Sharma, Jerry Yao-Chieh Hu, Zhuo Liu, </span><span style="color: #073763;">Ang Li</span><span style="color: #073763; font-weight: 400;">, Han Liu, Michael Huang, and Tong Geng</span><span style="color: #073763; font-weight: 400;">, Thirty-Seventh AAAI Conference on Artificial Intelligence, Washington DC, USA, Feb 7-14, 2023. DOI:</span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></span></span><span style="color: #073763; font-family: arial; font-size: large;">10.1609/aaai.v37i8.26121</span></li></ul></div></div><div style="background-color: white; text-align: left;"><span style="font-family: arial;"><b style="line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;">2022:</span></b></span></div><div style="text-align: left;"><ul style="text-align: left;"><li><span style="font-family: arial;"><span face="" style="font-size: large; line-height: 13.7143px;"><span><span face="" style="font-size: large; line-height: 13.7143px;"><span><span face="" style="font-size: large; line-height: 13.7143px;"><b><b><b><b><span style="font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b><span face="" style="font-size: large;"><span><span><span><b><b><b><b><b><span style="font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b><span face="" style="font-size: large;"><span><span><span style="color: #073763;"><b><b><b><b><span style="font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b><span face="" style="font-size: large;"><span><span><span style="color: black; font-weight: 400;"><b style="color: #073763;">[arXiv]</b> "<span style="color: #3d85c6;">GMI-DRL: Empowering Multi-GPU Deep Reinforcement Learning with GPU Spatial Multiplexing</span></span><span style="color: black; font-weight: 400;">", </span><span style="font-weight: 400;">Yuke Wang, Boyuan Feng, Zheng Wang, Tong Geng, </span><span>Ang Li</span><span style="font-weight: 400;"> and Yufei Ding [<a href="https://arxiv.org/abs/2206.08482">arXiv</a>]</span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="font-size: large; line-height: 13.7143px;"><span><span face="" style="font-size: large; line-height: 13.7143px;"><span><span face="" style="font-size: large; line-height: 13.7143px;"><b><b><b><b><span style="font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b><span face="" style="font-size: large;"><span><span><span><b><b><b><b><b><span style="font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b><span face="" style="font-size: large;"><span><span><span style="color: #073763;"><b><b><b><b><span style="font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b><span face="" style="font-size: large;"><span><span><span style="color: black; font-weight: 400;"><b style="color: #073763;">[arXiv]</b> "<span style="color: #3d85c6;">MSREP: A Fast yet Light Sparse Matrix Framework for Multi-GPU Systems</span></span><span style="color: black; font-weight: 400;">", </span><span style="font-weight: 400;">Jieyang Chen, Chenhao Xie, Jesun Firoz, Jiajia Li, Shuaiwen Leon Song, Kevin Barker, Mark Raugas, Ang Li</span><span style="font-weight: 400;"> [<a href="https://arxiv.org/abs/2209.07552">arXiv</a>]</span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></b></span></span></span></span></b></span></span></span></b></b></b></b></span></span></span></span></span></span></li><li><span style="color: #073763; font-family: arial; font-size: large;"><b>[arXiv]</b> "</span><span style="color: #3d85c6; font-family: arial; font-size: large;">Architectures for Multinode Superconducting Quantum Computers</span><span style="color: #073763; font-family: arial; font-size: large;">", James Ang, Gabriella Carini, Yanzhu Chen, Issac Chuang, Michael Austin DeMarco, Sophia E. Economou, Alec Eickbusch, Andrei Faraon, Kai-Mei Fu, Steven M. Girvin, Michael Hatridge, Andrew Houck, Paul Hilaire, Kevin Krsulich, <b>Ang Li</b>, Chenxu Liu, Yuan Liu, Margaret Martonosi, David C. McKay, James Misewich, Mark Ritter, Robert J. Schoelkopf, Samuel A. Stein, Sara Sussman, Hong X. Tang, Wei Tang, Teague Tomesh, Norm M. Tubman, Chen Wang, Nathan Wiebe, Yong-Xin Yao, Dillon C. Yost, and Yiyu Zhou </span><span style="font-family: arial; font-size: large;"><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; line-height: 13.7143px; text-align: justify;"><span face=""><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent;"><span style="background-color: transparent;"><span><span style="color: black; font-weight: 400;">[<a href="https://arxiv.org/abs/2212.06167">arXiv</a>]</span></span></span></span></b></span></span></span></b></b></b></b></span></li><li style="background-color: white;"><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span style="font-weight: 400;"><span><b style="color: #073763;">[TPDS]</b> "</span><span style="color: #3d85c6;">Dissecting Tensor Cores via Microbenchmarks: Latency, Throughput and Numerical Behaviors</span><span>", </span></span><span style="background-color: transparent; color: #073763; font-weight: 400;"><span style="background-color: transparent; color: black; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400;"><span style="background-color: transparent;">Wei Sun, </span><b style="background-color: transparent;">Ang Li</b><span style="background-color: transparent;">, Tong Geng, Sander Stuijk, Henk Corporaal, <b><b style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400;">IEEE Transactions on Parallel and Distributed Systems, DOI:10.1109/TPDS.2022.3217824 </span></b></b>[<a href="https://arxiv.org/abs/2206.02874">arXiv</a>][<a href="https://ieeexplore.ieee.org/document/9931992">Link</a>]</span></span></b></span></span></span></span></span></span></b></span></span></span></b></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li style="background-color: white;"><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="font-weight: 400;"><b style="color: #073763;">[SEC]</b> "<span style="color: #3d85c6;">QuCNN: A Quantum Convolutional Neural Network with Entanglement based Backpropagation</span></span><span style="color: black; font-weight: 400;">", </span><span style="color: #073763;"><span style="font-weight: 400;">Samuel Stein, Ying Mao, James Ang, and </span><span><b>Ang Li</b>, IEEE/ACM 7th Symposium on Edge Computing (SEC), Seattle, WA, USA, Dec 5-8, 2022, DOI:10.1109/SEC54971.2022.00054</span></span><span style="color: black; font-weight: 400;"> [<a href="https://arxiv.org/abs/2210.05443">arXiv</a>]</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li style="background-color: white;"><span style="color: #073763; font-family: arial; font-size: large;"><b>[iEnergy] </b></span><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; line-height: 13.7143px;">"</span><span style="background-color: transparent; font-family: arial; font-size: large; line-height: 13.7143px;"><span><span style="color: #3d85c6;">Power System Computing: Then, Now, and the Future</span><span style="color: black; font-weight: bold;"><span style="font-weight: 400;">"</span></span></span></span><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; line-height: 13.7143px;">, </span><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; line-height: 13.7143px;">Yousu Chen, Zhenyu Huang, Shuangshuang Jin, <b>Ang Li</b>, IEEE iEnergy Jounal, DOI:10.23919/IEN.2022.0037 [<a href="https://ieeexplore.ieee.org/document/9954285">Link</a>]</span></li><li style="background-color: white;"><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b>[TQC]</b> </b>"</span><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span><span style="color: #3d85c6;">A Bayesian Approach for Characterizing and Mitigating Gate and Measurement Errors</span><span style="color: black; font-weight: bold;"><span style="font-weight: 400;">"</span></span></span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><span>, </span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;">Muqing Zheng, <b>Ang Li</b>, Tamás Terlaky, Xiu Yang, ACM Transactions on Quantum Computing, DOI:10.1145/3563397 [<a href="https://dl.acm.org/doi/10.1145/3563397">Link</a>][<a href="https://arxiv.org/abs/2010.09188">arXiv</a>]</span></span></span></span></span></span></li><li style="background-color: white;"><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span style="font-weight: 400;"><b style="color: #073763;">[arXiv]</b> "<span style="color: #3d85c6;">A Synergistic Compilation Workflow for Tracking Crosstalk in Quantum Machines</span></span><span style="color: black; font-weight: 400;">", </span><span style="color: #073763;"><span style="font-weight: 400;">Fei Hua, Yuwei Jin, </span><span>Ang Li</span><span style="font-weight: 400;">, Yanhao Chen, Chi Zhang, Ari Hayes, Hang Gao, Eddy Z. Zhang</span></span><span style="color: #073763;"> <span style="font-weight: 400;">[<a href="https://arxiv.org/abs/2207.05751">arXiv</a>]</span></span></span></span></span></b></span></span></span></b></b></b></b></span></span></li><li style="background-color: white;"><span style="font-family: arial;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b>[TQC]</b> </b>"<span style="color: #3d85c6;">QASMBench: A Low-level QASM Benchmark Suite for NISQ Evaluation and Simulation</span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;">"</span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><span>, </span><b>Ang Li</b>, Samuel Stein, Sriram Krishnamoorthy and James Ang, ACM Transactions on Quantum Computing, DOI:10.1145/3550488 [<a href="https://dl.acm.org/doi/10.1145/3550488">Link</a>]<span>[</span><a href="https://arxiv.org/abs/2005.13018">arXiv</a><span>][<a href="https://github.com/uuudown/QASMBench">Github</a>]</span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 16px;">.</span></span></li><li style="background-color: white;"><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b>[<b style="background-color: transparent;"><b>TCC</b></b>]</b> </b>"</span><span style="background-color: transparent; font-family: arial; font-size: large; line-height: 13.7143px;"><span><span style="color: #3d85c6;">Elastic Resource Management for Deep Learning Applications in a Container Cluster</span><span style="color: black; font-weight: bold;"><span style="font-weight: 400;">"</span></span></span></span><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; line-height: 13.7143px;">, </span><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; line-height: 13.7143px;"><span>Ying Mao, Vaishali Sharma, Wenjia Zheng, Qiang Guan, Long Cheng, and</span> <b>Ang Li</b>, IEEE Transactions on Cloud Computing, DOI:10.1109/TCC.2022.3194128 [<a href="https://ieeexplore.ieee.org/document/9842341">Link</a>]</span></li><li style="background-color: white;"><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span style="font-weight: 400;"><span style="color: black;"><b style="color: #073763;">[Cluster-22]</b> "</span><span style="color: #3d85c6;">Efficient Hierarchy State Vector Simulation of Quantum Circuits via Acyclic Graph Partitioning</span><span><span style="color: #073763;">"</span>, <span style="color: #073763;">Bo Fang, M.Yusuf Ozkaya, Ang Li, Umit Catalyurek, Sriram Krishnamoorthy</span></span></span><span style="background-color: transparent; color: #073763;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large;"><span style="background-color: transparent;"><span style="font-weight: 400;">,<span style="color: black;"> </span>IEEE Cluster, Heidelberg, Germany</span><span style="font-weight: 400;">, Sep 6-9, 2022. DOI:10.1109/CLUSTER51413.2022.00041</span><span style="color: black; font-weight: 400;"> [<a href="https://arxiv.org/abs/2205.06973">arXiv</a>].</span></span></span></b></span></span></span></span></span></span></b></span></span></span></b></b></b></span></span></span></span></b></span></span></span></b></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li></ul><div style="background-color: white;"><b style="text-align: justify;"><span style="color: #cc0000; font-family: arial; font-size: large;"><b style="color: black;"><span style="color: #cc0000;"><span> </span><span> </span><span> </span></span></b>Best Paper Award!</span></b></div><ul style="background-color: white; text-align: left;"><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span><span><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span style="font-weight: 400;"><span style="color: black;"><b style="color: #073763;">[FPL-22]</b> "</span><span style="color: #3d85c6;">A Framework for Neural Network Inference on FPGA-Centric SmartNICs</span><span>", <span style="color: #073763;">Anqi Guo, Tong Geng, Yongan Zhang, Pouya Haghi, Chunshu Wu, Cheng Tan, Yingyan Lin</span></span></span><span style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent; color: #073763;"><span style="font-weight: 400;">, </span>Ang Li<span style="font-weight: 400;"> and Martin Herbordt, International Conference on Field Programmable Logic and Applications, </span><b style="font-weight: 400;"><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span style="font-weight: 400;"><span><b><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span style="background-color: transparent; font-weight: 400;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; font-weight: 400;"><span style="background-color: transparent;">Belfast, UK, </span></span></b></span></span></span></span></span></span></b></span></span></span></b></b></b></span></span></span></span></b></span></span></span></b></b><span style="font-weight: 400;">Aug 29-Sep 2, 2022. DOI:</span></span></span></b></span></span></span></span></span></span></b></span></span></span></b></b></b></span></span></span></span></b></span></span></span></b></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><span style="color: #073763; font-family: arial; font-size: large;">10.1109/FPL57034.2022.00071</span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span style="font-weight: 400;"><span><b style="color: #073763;"><b style="color: black;"><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span style="font-weight: 400;"><span><b style="color: #073763;">[FPL-22]</b> "</span><span style="color: #3d85c6;">H-GCN: A Graph Convolutional Network Accelerator on Xilinx Versal AI Engines</span><span>", Chengming Zhang</span></span><span style="background-color: transparent; color: #073763; font-weight: 400;"><span style="background-color: transparent; color: black; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400;"><span style="background-color: transparent;">, Tong Geng, Anqi Guo, Martin Herbordt, </span><b style="background-color: transparent;">Ang Li</b><span style="background-color: transparent;">, Dingwen Tao, International Conference on Field Programmable Logic and Applications, <b style="color: black;"><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span style="font-weight: 400;"><span><b style="color: #073763;"><b style="color: black;"><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span style="background-color: transparent; color: #073763; font-weight: 400;"><span style="background-color: transparent; color: black; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400;"><span style="background-color: transparent;">Belfast, UK, </span></span></b></span></span></span></span></span></span></b></span></span></span></b></b></b></span></span></span></span></b></span></span></span></b></b>Aug 29-Sep 2, 2022. DOI:</span></span></b></span></span></span></span></span></span></b></span></span></span></b></b></b></span></span></span></span></b></span></span></span></b></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><span style="color: #073763; font-family: arial; font-size: large;">10.1109/FPL57034.2022.00040</span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><b><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span style="font-weight: 400;"><span style="color: #073763;"><b style="color: #073763;">[arXiv]</b> "</span><span style="color: #3d85c6;">Searching Similarity Measure for Binarized Neural Networks</span><span style="color: #073763;">", </span></span><span style="background-color: transparent; color: #073763; font-weight: 400;"><span style="background-color: transparent; color: black; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400;"><span style="background-color: transparent;">Yanfei Li, </span><b style="background-color: transparent;">Ang Li</b><span style="background-color: transparent;">, and Huimin Yu [<a href="https://arxiv.org/abs/2206.03325">arXiv</a>]</span></span></b></span></span></span></span></span></span></b></span></span></span></b></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b>[ICS-22]</b> "</span><span face="" style="background-color: transparent; color: #3d85c6; font-size: large; line-height: 13.7143px;">ASAP - Automatic Synthesis of Area-Efficient and Precision-Aware CGRA</span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;">", Cheng Tan, Thierry Tambe, Jeff Zhang, Bo Fang, Tong Geng, Gu-Yeon Wei, David Brooks, Antonino Tumeo, Ganesh Gopalakrishnan, <b>Ang Li</b>, International Conference on Supercomputing. Jun 27-30, 2022. DOI:10.1145/3524059.3532359 [<a href="https://drive.google.com/file/d/1pQP-JIGTgxajcQfa4bIEBTNl4NkURjHP/view?usp=sharing">pdf</a>]</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400; line-height: 13.7143px;"><b>[ICS-22]</b> "</span><span face="" style="background-color: transparent; color: #3d85c6; font-size: large; line-height: 13.7143px;">Accelerating Parallel I/O Via Hardware-Algorithm Co-Designed Adaptive Lossy Compression</span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;">", Chengming Zhang, Sian Jin, Tong Geng, Jiannan Tian, <b>Ang Li</b><b style="font-weight: 400;"> </b>and Dingwen Tao, International Conference on Supercomputing. Jun 27-30, 2022. DOI:10.1145/3524059.3532362</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b>[ISCA-22]</b> "</span><span face="" style="background-color: transparent; color: #3d85c6; font-size: large; line-height: 13.7143px;">EQC: Ensembled Quantum Computing for Variational Quantum Algorithms</span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;">", Samuel Stein, Nathan Wiebe, Yufei Ding, Bo Peng, Karol Kowalski, Nathan Baker, James Ang, and <b>Ang Li</b>, International Symposium on Computer Architecture, New York, NY, USA. Jun 11-15, 2022. DOI:10.1145/3470496.3527434 [<a href="https://arxiv.org/abs/2111.14940">arXiv</a>][<a href="https://drive.google.com/file/d/17EG-0rcg513622NljwmBDsI3IOcLRdQG/view?usp=sharing">pdf</a>].</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li></ul><div style="background-color: white;"><b style="text-align: justify;"><span style="color: #cc0000; font-family: arial; font-size: large;"><b style="color: black;"><span style="color: #cc0000;"><span> </span><span> </span><span> </span>Nominated</span></b> for Best Paper Award!</span></b></div><ul style="background-color: white; text-align: left;"><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b>[<b style="background-color: transparent;"><b>DAC-22</b></b>]</b> </b>"</span><span face="" style="background-color: transparent; color: black; font-size: large; line-height: 13.7143px;"><span><span style="color: #3d85c6;">A Length Adaptive Algorithm-Hardware Co-design of Transformer on FPGA Through Sparse Attention and Dynamic Pipelining</span><span style="color: black; font-weight: bold;"><span style="font-weight: 400;">"</span></span></span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><span>, </span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;">Hongwu Peng, Shaoyi Huang, Shiyang Chen, Bingbing Li, Tong Geng, <b>Ang Li</b>, Weiwen Jiang, Wujie Wen, Jinbo Bi, Hang Liu and Caiwen Ding, Design Automation Conference. DOI:10.1145/3489517.3530585</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b>[<b style="background-color: transparent;"><b>TPWRS</b></b>]</b> </b>"</span><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span><span style="color: #3d85c6;">Learning and Fast Adaptation for Grid Emergency Control via Deep Meta Reinforcement Learning</span><span style="color: black; font-weight: bold;"><span style="font-weight: 400;">"</span></span></span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><span>, </span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;">Renke Huang, Yujiao Chen, Tianzhixi Yin, Qiuhua Huang, Jie Tan, Wenhao Yu, Xinya Li, <b>Ang Li,</b> Yan Du, IEEE Transactions on Power Systems. DOI:10.1109/TPWRS.2022.3155117 [<a href="https://ieeexplore.ieee.org/abstract/document/9723582?casa_token=uV1nJKFcQdgAAAAA:Czb_n5L-HZnnLUxmPHdZ1fVW6Sinbb1yu2DJpX-2VJ93EL8a9QhCoVYm2WPZh4RE2vNkwc3fat3u">Link</a>][<a href="https://arxiv.org/abs/2101.05317">arXiv</a>]</span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent; color: black; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span style="background-color: transparent; color: black; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large;"><b style="background-color: transparent;">[</b><b style="background-color: transparent;">MLSys-22]</b><span style="background-color: transparent;"> "</span><span style="color: #3d85c6;">QuClassi: A Hybrid Deep Neural Network Architecture based on Quantum State Fidelity</span><span style="background-color: transparent;">", Samuel Stein, Betis Baheri, Daniel Chen, Ying Mao</span><span style="background-color: transparent;"><span>, Qiang Guan, Shuai Xu, Caiwen Ding, and <b>Ang Li</b>, Fifth Conference on Machine Learning and Systems, </span><span>Santa Clara</span><span>, CA, USA. Aug 29-Sep 1, 2022. [<a href="https://drive.google.com/file/d/1isu53pNyc8IboYz-X__ktt18fcsQOAV2/view?usp=sharing">pdf</a>][<a href="https://proceedings.mlsys.org/paper_files/paper/2022/file/928f1160e52192e3e0017fb63ab65391-Paper.pdf">Link</a>]</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent; color: black; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span style="background-color: transparent; color: black; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large;"><b style="background-color: transparent; font-weight: bold;">[</b><b style="background-color: transparent; font-weight: bold;">MLSys-22]</b><span style="background-color: transparent; font-weight: 400;"> "</span><span style="color: #3d85c6; font-weight: 400;">BNS-GCN: Efficient Full-Graph Training of Graph Convolutional Networks with Partition-Parallelism and Random Boundary Node Sampling</span><span style="background-color: transparent; font-weight: 400;">", </span><span style="background-color: transparent;"><span style="font-weight: 400;">Cheng Wan, Youjie Li, </span><span style="font-weight: bold;">Ang Li</span><span style="font-weight: 400;">, Nam Sung Kim, and Yingyan Lin, Fifth Conference on Machine Learning and Systems, </span><span>Santa Clara</span><span style="font-weight: 400;">, CA, USA. Aug 29-Sep 1, 2022. [<a href="https://proceedings.mlsys.org/paper_files/paper/2020/file/1f5fe83998a09396ebe6477d9475ba0c-Paper.pdf">Link</a>]</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><span style="background-color: transparent; color: black; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large;"><b style="background-color: transparent;">[</b><b style="background-color: transparent;">IPDPS-22]</b><span style="background-color: transparent; font-weight: 400;"> "</span><span style="color: #3d85c6; font-weight: 400;">Bit-GraphBLAS: Bit-Level Optimizations of Matrix-Centric Graph Processing on GPU</span><span style="background-color: transparent; font-weight: 400;">", </span><span style="background-color: transparent;"><span style="font-weight: 400;">Jou-An Chen, Hsin-Hsuan Sung , Nathan Tallent, Kevin Barker, Xipeng Shen and </span><span>Ang Li</span><span style="font-weight: 400;">, 36th IEEE International Parallel & Distributed Processing Symposium, Lyon, France. May 30-June 3, 2022. DOI:10.1109/IPDPS53621.2022.00056 [<a href="https://arxiv.org/abs/2201.08560">arXiv</a>]</span></span></span></b></span></span></span></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span style="color: #073763;">[TST]</span><span style="font-weight: 400;"><span style="color: #073763;"> "</span><span style="color: #3d85c6;">GAAF: Searching Activation Functions for Binary Neural Networks through Genetic Algorithm</span><span style="color: #073763;">", </span></span><span style="background-color: transparent; color: #073763; font-weight: 400;"><span style="background-color: transparent; color: black; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400;"><span style="background-color: transparent;">Yanfei Li, Tong Geng, </span><b style="background-color: transparent;">Ang Li</b><span style="background-color: transparent;">, and Huimin Yu, Journal of Tsinghua Science and Technology. DOI:10.26599/TST.2021.9010084 [<a href="https://arxiv.org/abs/2206.03291">arXiv</a>].</span></span></b></span></span></span></span><span style="color: #073763; font-weight: 400;"> </span></span></span></b></span></span></span></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><span style="background-color: transparent; color: black; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large;"><span style="background-color: transparent;"><span><b style="background-color: transparent; color: black;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span style="color: #073763;"><b style="background-color: transparent; color: black;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span style="color: #073763;">[HPCA-22]</span><span><span style="color: #073763; font-weight: 400;"> "</span><span style="color: #3d85c6; font-weight: 400;">DRIPS: Dynamic Rebalancing of Pipelined Streaming Applications CGRAs</span><span style="color: #073763;"><span style="font-weight: 400;">", Cheng Tan, Nicolas Bohm Agostini, Tong Geng, Chenghao Xie, Jiajia Li, </span><span>Ang Li</span><span style="font-weight: 400;">, Kevin Barker, Antonino Tumeo</span><span style="font-weight: 400;">, 28th IEEE International Symposium on High-Performance Computer Architecture, Seoul, South Korea, April 2-6, 2022. DOI:10.1109/HPCA53966.2022.00030</span></span></span></span></span></b></span></span></span></b></span></span></span></b></span></span></span></b></span></span></span></b></span></span></span></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><span style="background-color: transparent; color: black; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large;"><span style="background-color: transparent;"><span style="font-weight: 400;"><b style="background-color: transparent; color: black;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span style="color: #073763;"><b style="background-color: transparent; color: black;"><span style="background-color: transparent; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large;"><span style="background-color: transparent;"><span style="color: #073763;">[HPCA-22]</span><span><span style="color: #073763; font-weight: 400;"> "</span><span style="color: #3d85c6; font-weight: 400;">GCoD: Graph Convolutional Network Acceleration via Dedicated Algorithm and Accelerator Co-Design</span><span style="color: #073763;"><span style="font-weight: 400;">", Haoran You, Tong Geng, Yongan Zhang, </span>Ang Li<span style="font-weight: 400;"> and Yingyan Lin, 28th IEEE International Symposium on High-Performance Computer Architecture, Seoul, South Korea, April 2-6, 2022. DOI:10.1109/HPCA53966.2022.00041</span></span></span></span></span></b></span></span></span></b></span></span></span></b></span></span></span></b></span></span></span></b></span></span></span></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li></ul><div style="background-color: white;"><span style="color: #073763; font-family: arial; font-size: large;"><b>2021:</b></span></div><ul style="background-color: white; text-align: left;"><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><span style="background-color: transparent; color: black; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large;"><b style="background-color: transparent;">[</b><b style="background-color: transparent;">Correctness-21]</b><span style="background-color: transparent; font-weight: 400;"> "</span><span style="color: #3d85c6; font-weight: 400;">Guarding Numerics Amidst Rising Heterogeneity</span><span style="background-color: transparent; font-weight: 400;">", </span><span style="background-color: transparent;"><span style="font-weight: 400;">Ganesh Gopalakrishnan, Ignacio Laguna, </span>Ang Li<span style="font-weight: 400;">, Pavel Panchekha, Cindy Rubio-Gonzalez and Zachary Tatlock, Fifth International Workshop on Software Correctness for HPC Applications. DOI:10.1109/Correctness54621.2021.00007</span></span></span></b></span></span></span></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><span style="background-color: transparent; color: black; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span style="background-color: transparent; color: black; font-size: small; font-weight: 400; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;">[ICCD-21] </b></span></span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400;">"</span><span face="" style="background-color: transparent; color: #3d85c6; font-size: large; font-weight: 400;">DynPaC: Coarse-Grained, Dynamic, and Partially Reconfigurable Array for Streaming Applications</span><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400;">", Cheng Tan, Tong Geng, Chenhao Xie, Nicolas Bohm Agostini, Jiajia Li, </span><span face="" style="background-color: transparent; color: #073763; font-size: large;">Ang Li</span><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400;">, Kevin Barker and Antonino Tumeo</span><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400;">, The 39th IEEE International Conference on Computer Design, Virtual. Oct 24-27, 2021. DOI:10.1109/ICCD53106.2021.00018</span></b></span></span></span></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li></ul><b style="background-color: transparent; color: #073763; font-family: arial; font-size: x-large;"><span style="background-color: transparent; color: black; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400;"><b style="color: black; font-family: Times; font-size: medium; text-align: justify;"><span style="color: #cc0000; font-family: arial; font-size: large;"><span> </span><span> </span><span> </span>Best Paper Award!</span></b></span></b></span></span></span></b><br /><ul style="background-color: white; text-align: left;"><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><span style="background-color: transparent; color: black; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400;"><b style="background-color: transparent;">[MICPRO]</b><span style="background-color: transparent;"> "</span><span style="color: #3d85c6;">BCNN: Binary Complex Neural Network</span><span style="background-color: transparent;">", Yanfei Li, Tong Geng, </span><b style="background-color: transparent;">Ang Li</b><span style="background-color: transparent;">, and Huimin Yu, Microprocssors and Microsystems. DOI:10.1016/j.micpro.2021.104359 [<a href="https://www.sciencedirect.com/science/article/abs/pii/S0141933121005123">Link</a>]</span></span></b></span></span></span></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400; line-height: 13.7143px;"><b style="background-color: transparent;"><span style="background-color: transparent; color: black; font-size: small; font-weight: 400; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;">[HPEC-21] </b></span></span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400;">"</span><span face="" style="background-color: transparent; color: #3d85c6; font-size: large; font-weight: 400;">A Survey: Handling Irregularities in Neural Network Acceleration with FPGAs</span><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400;">", </span><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400;">Tong Geng, Chunshu Wu, Cheng Tan, Chenhao Xie, Anqi Guo, Pouya Haghi, Sarah Yuan He, Jiajia Li, Martin Herbordt, <b style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400;"><b>Ang Li, </b></span></b>IEEE High Performance Extreme Computing Conference, Sep 21-23, 2021. DOI:10.1109/HPEC49654.2021.9622877 </span></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400; line-height: 13.7143px;"><b style="background-color: transparent;">[QCE-21] </b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; line-height: 13.7143px;">"</span><span style="background-color: transparent; font-family: arial; font-size: large; line-height: 13.7143px;"><span style="color: #3d85c6;">QuGAN: A Generative Adversarial Network Through Quantum States</span><span style="color: #073763;">"</span></span><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; line-height: 13.7143px;"><span>, </span>Samuel A. Stein, Betis Baheri, Ray Marie Tischio, Ying Mao, Qiang Guan, </span><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; line-height: 13.7143px;"><b>Ang Li</b></span><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; line-height: 13.7143px;">, Bo Fang, Shuai Xu, IEEE International Conference on Quantum Computing and Engineering, Oct 18-22, 2021. DOI:10.1109/QCE52317.2021.00023 [<a href="https://arxiv.org/abs/2010.09036">arXiv</a>]</span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400; line-height: 13.7143px;"><b style="background-color: transparent;">[MICRO-21] </b>"</span><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="color: #3d85c6;">I-GCN: A Graph Convolutional Network Accelerator with Runtime Locality Enhancement through Islandization</span><span style="color: #073763; font-weight: 400;">"</span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400; line-height: 13.7143px;">,Tong Geng, </span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;">Chunshu Wu, Yongan Zhang, Cheng Tan, Chenhao Xie, Haoran You, Martin Herbordt, Yingyan Lin, and <b>Ang Li</b></span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;">, 54th IEEE/ACM International Symposium on Microarchitecture, Athens, Greece, Oct 16-20, 2021. DOI:10.1145/3466752.3480113 [<a href="https://drive.google.com/file/d/1CCNhpjY2arxQ3gi-bDl8ASnhdKXTefZ_/view?usp=sharing">pdf</a>].</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400; line-height: 13.7143px;"><b style="background-color: transparent;"><b>[ICCAD-21]</b> </b>"</span><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span><span><span><span style="color: #3d85c6;">G-CoS: GNN-Accelerator Co-Search Towards Both Better Accuracy and Efficiency</span><span style="color: black; font-weight: bold;"><span style="font-weight: 400;">"</span></span></span></span></span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400; line-height: 13.7143px;"><span>, </span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400; line-height: 13.7143px;">Yongan Zhang, Haoran You, Yonggan Fu, Tong Geng, </span><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: bold; line-height: 13.7143px;">Ang Li</span><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400; line-height: 13.7143px;">, Yingyan Lin, International Conference On Computer Aided Design, Munich, Germany, Nov 1-4, 2021. DOI:10.1109/ICCAD51958.2021.9643549</span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b>[ICCAD-21]</b> </b>"</span><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span><span><span><span style="color: #3d85c6;">Optimizing FPGA-based Accelerator Design for Large-Scale Molecular Similarity Search</span><span style="color: black; font-weight: bold;"><span style="font-weight: 400;">"</span></span></span></span></span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><span>, </span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;">Hongwu Peng, Shiyang Chen, Zhepeng Wang, Junhuan Yang, Scott Weitze, Tong Geng, <b>Ang Li</b>, Jinbo Bi, Minghu Song, Weiwen Jiang, Hang Liu, Caiwen Ding, International Conference On Computer Aided Design, Munich, Germany, Nov 1-4, 2021. DOI:10.1109/ICCAD51958.2021.9643528</span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b>[ICCAD-21]</b> </b>"</span><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span><span><span><span style="color: #3d85c6;">FL-DISCO: Federated Generative Adversarial Network for Graph-based Molecule Drug Discovery</span><span style="color: black; font-weight: bold;"><span style="font-weight: 400;">"</span></span></span></span></span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><span>, </span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;">Daniel Manu, Yi Sheng, Junhuan Yang, Jieren Deng, Tong Geng, <b>Ang Li</b>, Caiwen Ding, Weiwen Jiang, Lei Yang, International Conference On Computer Aided Design, Munich, Germany, Nov 1-4, 2021. DOI:10.1109/ICCAD51958.2021.9643440</span></span></span></span></span></span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400; line-height: 13.7143px;"><b style="background-color: transparent;">[SC-21] </b>"</span><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="color: #3d85c6;">SV-Sim: Scalable PGAS-based State Vector Simulation of Quantum Circuits</span><span style="color: #073763; font-weight: 400;">"</span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;">, <b>Ang Li</b><b style="font-weight: 400;">, </b>Bo Fang, Christopher Granade, Guen Prawiroatmodjo, Bettina Heim, Martin Roetteler and Sriram Krishnamoorthy, </span><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400; line-height: 13.7143px;">The 2021 </span><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400; line-height: 16px;"><span style="line-height: 13.7143px;">International Conference for High Performance Computing, Networking, Storage and Analysis</span>, St. Louis, MI, USA. Nov 14-19, 2021. DOI:10.1145/3458817.3476169 [<a href="https://drive.google.com/file/d/14ZSBRwS0FEmF2DsiKcp9I0nXCM4NoT1W/view?usp=sharing">pdf</a>][<a href="https://drive.google.com/file/d/1NZFNrfcNhs5iORvc0BJ8KclVbmeQtLnw/view?usp=sharing">slides</a>]</span></span></span></span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;">[SC-21] </b>"</span><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="color: #3d85c6;">APNN-TC: Accelerating Arbitrary Precision Neural Networks on Ampere GPU Tensor Cores</span><span style="color: #073763;">"</span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;">, Boyuan Feng, Yuke Wang, Tong Geng, <b>Ang Li</b>, and Yufei Ding,</span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;">The 2021 </span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 16px;"><span style="line-height: 13.7143px;">International Conference for High Performance Computing, Networking, Storage and Analysis</span>, St. Louis, MI, USA. Nov 14-19, 2021. DOI:10.1145/3458817.3476157 [<a href="https://arxiv.org/abs/2106.12169">arXiv</a>]</span></span></span></span></span></span></span></span></span></li><li><span style="background-color: transparent;"><span style="font-size: large; line-height: 13.7143px;"><span style="background-color: transparent; color: #073763; font-family: arial;"><b style="line-height: 13.7143px;"><b style="background-color: transparent;">[ASAP-21] </b></b>"</span><span style="background-color: transparent; color: #3d85c6; font-family: arial;">Binary Complex Neural Network Acceleration on FPGA</span><span style="background-color: transparent; color: #073763; font-family: arial;">",</span><span style="background-color: transparent; color: #073763;"><span><span style="font-family: arial;">Hongwu Peng, Shanglin Zhou, Scott Weitze, Jiaxin Li, Sahidul Islam, Tong Geng, <b>Ang Li</b>, Wei Zhang, Minghu Song, Mimi Xie, Hang Liu, Caiwen Ding</span><span style="color: #073763; font-family: arial;">. The 30th IEEE International Conference on Application-specific Systems, Architectures, and Processors, Virtual. DOI:10.1109/ASAP52443.2021.00021</span></span></span></span></span></li><li><span style="background-color: transparent;"><span style="font-size: large; line-height: 13.7143px;"><span style="background-color: transparent; color: #073763; font-family: arial;"><b style="line-height: 13.7143px;"><b style="background-color: transparent;">[ASAP-21] </b></b>"</span><span style="background-color: transparent; color: #3d85c6; font-family: arial;">OpenCGRA: Democratizing Coarse-Grained Reconfigurable Arrays</span><span style="background-color: transparent; color: #073763; font-family: arial;">.</span><span style="background-color: transparent; color: #073763; font-family: arial;">",</span><span style="background-color: transparent; color: #073763;"><span><span style="font-family: arial;">Cheng Tan, Nicolas Bohm Agostini, Jeff Zhang, Marco Minutoli, Vito Giovanni Castellana, Chenhao Xie, Tong Geng, <b>Ang Li</b>, Kevin J. Barker, Antonino Tumeo. The 30th IEEE International Conference on Application-specific Systems, Architectures, and Processors, Virtual. DOI:10.1109/ASAP52443.2021.00029 </span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b>[TPWRS]</b> </b>"</span><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span><span style="color: #3d85c6;">Accelerated Derivative-free Deep Reinforcement Learning for Large-scale Grid Emergency Voltage Control</span><span style="color: black; font-weight: bold;"><span style="font-weight: 400;">"</span></span></span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><span>, </span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;">Renke Huang, Yujiao Chen, Tianzhixi Yin, Xinya Li, <b>Ang Li</b>, Jie Tan, Wenhao Yu, Yuan Liu, Qiuhua Huang, IEEE Transactions on Power Systems. DOI:10.1109/TPWRS.2021.3095179 [<a href="https://arxiv.org/abs/2006.12667">arXiv</a>][<a href="https://ieeexplore.ieee.org/document/9477182">IEEE</a>]</span></span></span></span></span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span style="background-color: transparent; color: black; font-size: medium; font-weight: 400; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;">[ICPP-21] </b></span></span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400;">"</span><span face="" style="background-color: transparent; font-size: large;"><span style="color: #3d85c6;">Fast and Scalable Sparse Triangular Solver for Multi-GPU Based HPC Architectures</span><span style="color: #073763; font-weight: 400;">", </span></span><span face="" style="background-color: transparent; color: #073763; font-size: large;">Chenhao Xie, Jieyang Chen, Jesun Firoz, Jiajia Li, Shuaiwen Song, Kevin Barker, Mark Raugas and <b>Ang Li</b>, International Conference on Parallel Processing, Aug 9-12, Chicago, IL, 2021. DOI:10.1145/3472456.3472478 [<a href="https://arxiv.org/abs/2012.06959">arXiv</a>] </span></span></span></span></span></span></span></span></li></ul><ul style="background-color: white; text-align: left;"><li><span style="font-family: arial;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b>[TPDS]</b> </b>"</span><span face="" style="background-color: transparent; font-size: large; line-height: 13.7143px;"><span><span style="color: #3d85c6;">ARENA: Asynchronous Reconfigurable Accelerator Ring to Enable Data-Centric Parallel Computing</span><span style="color: black; font-weight: bold;"><span style="font-weight: 400;">"</span></span></span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><span>, </span>Cheng Tan, Chenhao Xie, Andres Marquez, Antonino Tumeo, Kevin Barker, </span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b>Ang Li</b>, <b style="background-color: transparent; font-weight: bold;"><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400;">IEEE Transactions on Parallel and Distributed Systems. DOI:</span></b>10.1109/TPDS.2021.3081074<b> </b>[<a href="https://ieeexplore.ieee.org/document/9436051">IEEE</a>]</span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;">[<a href="https://arxiv.org/abs/2011.04931">arXiv</a>]</span></span></span></span></span></span></li><li><span style="font-family: arial;"><b style="line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><b style="background-color: transparent; text-align: left;">[DATE-21]</b><span style="background-color: transparent; font-weight: 400; text-align: left;"> “</span><span style="background-color: transparent; font-weight: 400; line-height: 13.7143px; text-align: left;"><span style="color: #3d85c6;">AURORA: Automated Refinement of Coarse-Grained Reconfigurable Accelerators</span></span><span style="background-color: transparent; font-weight: 400; text-align: left;">”, Cheng Tan, Chenhao Xie, </span><span style="background-color: transparent; font-weight: 400; line-height: 13.7143px; text-align: left;"><b>Ang Li</b>, Kevin Barker, Antonino Tumeo</span><span style="background-color: transparent; font-weight: 400; text-align: left;">, The 2021 Design, Automation & Test in Europe Conference, Grenoble, France. February 1-5, 2021. DOI:10.23919/DATE51398.2021.9473955[<a href="https://drive.google.com/file/d/1gKs4HglUsSp0Y9hrIlfAWxlEOh-13INh/view?usp=sharing">pdf</a>]</span></span></b></span></li></ul></div><div style="background-color: white; text-align: left;"><span style="font-family: arial;"><b style="line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;">2020:</span></b></span></div></div><div style="background-color: white;"><div><div><div style="text-align: justify;"><div style="text-align: left;"><ul><li><span style="font-family: arial;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b>[TPDS]</b> </b>"<span style="color: #3d85c6;">Accelerating Binarized Neural Networks via Bit-Tensor-Cores in Turing GPUs</span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;">"</span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><span>, </span><b>Ang Li</b> and Simon Su, <b style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400;">IEEE Transactions on Parallel and Distributed Systems, Special Section on Parallel and Distributed Computing Techniques for AI/ML/DL. DOI:10.1109/TPDS.2020.3045828</span></b> [<a href="https://arxiv.org/abs/2006.16578">arXiv</a>][<a href="https://github.com/pnnl/TCBNN">GitHub</a>][<a href="https://drive.google.com/file/d/1zSaSf1B-WrxSUOM_3wZw2EkeDXNOjxAa/view?usp=sharing">ppt</a>][<a href="https://ieeexplore.ieee.org/abstract/document/9303370?casa_token=ObkbVMZnbMgAAAAA:NipYKKZPDJLGySImfHK8UZzzg2nbXV-NKg9AqXITegCKqLXG2b46w5CeDEFdVg-9HR0Uoc3PcM38">IEEE</a>] </span></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><b>[IISWC-20]</b> </b>"<span style="color: #3d85c6;">A Sparse Tensor Benchmark Suite for CPUs and GPUs</span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;">"</span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><span>, </span>Jiajia Li, Mahesh Lakshminarasimhan, Xiaolong Wu, <b>Ang Li</b>, Catherine Olschanowsky, and Kevin Barker, 2020 IEEE International Symposium on Workload Characterization, Beijing, China, Oct 27-29, 2020. DOI:10.1109/IISWC50251.2020.00027<span> [</span><a href="https://arxiv.org/abs/2001.00660">arXiv</a><span>][<a href="https://gitlab.com/tensorworld/pasta">GitLab</a>]</span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 16px;">.</span></span></li><li><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent; font-family: arial;"><span style="background-color: transparent; color: black; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;">[ICCD-20] </b></span></span></span><span face="" style="background-color: transparent; color: #073763; font-size: large;">"</span><span face="" style="background-color: transparent; color: #3d85c6; font-size: large;">OpenCGRA: An Open-Source Framework for Modeling, Testing, Evaluating CGRAs</span><span face="" style="background-color: transparent; color: #073763; font-size: large;">", </span><span face="" style="background-color: transparent; color: #073763; font-size: large;">Cheng Tan, Chenhao Xie, <b>Ang Li</b>, Kevin Barker, Antonino Tumeo, The 38th IEEE International Conference on Computer Design, Hartford, Connecticut, USA. Oct 18-21, 2020. DOI:10.1109/ICCD50377.2020.00070 [<a href="https://drive.google.com/file/d/1a6Zs06H1kSBiMe39bG51QHdknHTrM3ir/view?usp=sharing">pdf</a>][<a href="https://github.com/pnnl/open-cgra">GitHub</a>]</span></span></span></li><li><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent; font-family: arial;"><span style="background-color: transparent; color: black; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;">[HPEC-20] </b></span></span></span><span face="" style="background-color: transparent; color: #073763; font-size: large;">"</span><span face="" style="background-color: transparent; color: #3d85c6; font-size: large;">CQNN: a CGRA-based QNN Framework</span><span face="" style="background-color: transparent; color: #073763; font-size: large;">", </span><span face="" style="background-color: transparent; color: #073763; font-size: large;">Tong Geng, Chunshu Wu, Cheng Tan, Bo Fang, <b>Ang Li</b>, Martin Herbordt, 2020 IEEE High Performance Extreme Computing Conference, Waltham, MA, USA. Sep 22-24, 2020. DOI:10.1109/HPEC43674.2020.9286194 [<a href="https://drive.google.com/file/d/1X-mYRyLr-7ZfpawU1urSMSnKNgHwYpqQ/view?usp=sharing">pdf</a>]</span></span></span></li><li><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent; font-family: arial;"><span style="background-color: transparent; color: black; font-size: small; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;">[HPEC-20] </b></span></span></span><span face="" style="background-color: transparent; color: #073763; font-size: large;">"</span><span face="" style="background-color: transparent; color: #3d85c6; font-size: large;">On the Feasibility of Using Reduced-Precision Tensor Core Operations for Graph Analytics</span><span face="" style="background-color: transparent; color: #073763; font-size: large;">", </span><span face="" style="background-color: transparent; color: #073763; font-size: large;">Jesun S Firoz, <b>Ang Li</b>, Jiajia Li, Kevin Barker, 2020 IEEE High Performance Extreme Computing Conference, Waltham, MA, USA. Sep 22-24, 2020. DOI:10.1109/HPEC43674.2020.9286152 [<a href="https://drive.google.com/file/d/1sz601LB2AtCd-RHfMGE1uzjcciawUCTj/view?usp=sharing">pdf</a>]</span></span></span></li><li><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;"><span style="background-color: transparent; color: black; font-size: small; font-weight: 400; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;">[TPDS] </b></span></span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400;">"</span><span face="" style="background-color: transparent; color: #3d85c6; font-size: large; font-weight: 400;">O3BNN-R: An Out-Of-Order Architecture for High-Performance and Regularized BNN Inference</span><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400;">", Tong Geng, <b>Ang</b> <b>Li</b>, Tianqi Wang, Chunshu Wu, Yanfei Li, Runbin Shi, Wei Wu, and Martin Herbordt</span><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400;">, IEEE Transactions on Parallel and Distributed Systems, 2020. DOI:10.1109/TPDS.2020.3013637 [<a href="https://ieeexplore.ieee.org/document/9154597?source=authoralert">Link</a>]</span></b></span></li><li><span style="font-family: arial;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;">[MICRO-20] </b>"<span style="color: #3d85c6;">AWB-GCN: A Graph Convolutional Network Accelerator with Runtime Workload Rebalancing</span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;">"</span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;">,Tong Geng, <b>Ang Li</b>, Runbin Shi, Tianqi Wang, Yanfei Li, Pouya Haghi, Antonino Tumeo, Shuai Che, Steve Reinhardt, and Martin Herbordt, 53rd IEEE/ACM International Symposium on Microarchitecture, Athens, Greece, Oct 17-21. DOI:10.1109/MICRO50266.2020.00079 [<a href="https://arxiv.org/abs/1908.10834">arXiv</a>][<a href="https://drive.google.com/file/d/1HBX50EwgIil3U6f-FgXVyzic4Av3Y72E/view?usp=sharing">pdf</a>]</span></span></li><li><span style="background-color: transparent; color: #073763; font-family: arial; font-size: large; line-height: 13.7143px;"><span style="background-color: transparent;"><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400; line-height: 13.7143px;"><b style="background-color: transparent;">[SC-20] </b>"<span style="color: #3d85c6;">Density Matrix Quantum Circuit Simulation via the BSP Machine on Modern GPU Clusters</span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400; line-height: 13.7143px;">"</span><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400; line-height: 13.7143px;">, <b>Ang Li</b>, Omer Subasi, Xiu Yang, and Sriram Krishnamoorthy, </span><span face="" style="background-color: transparent; color: #073763; font-size: large; font-weight: 400; line-height: 13.7143px;">The 2020 </span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 16px;"><span style="font-weight: 400; line-height: 13.7143px;">International Conference for High Performance Computing, Networking, Storage and Analysis</span><span style="font-weight: 400;">, Atlanta, GA, USA. Nov 15-20, 2020. DOI:</span>10.1109/SC41405.2020.00017<span style="font-weight: 400;"> [</span><a href="https://drive.google.com/file/d/1EYmWIqcwR5qP_ZgKZ64a_KaXEU5--7_0/view?usp=sharing" style="font-weight: 400;">pdf</a><span style="font-weight: 400;">] [</span><a href="https://github.com/pnnl/DM-Sim" style="font-weight: 400;">GitHub</a><span style="font-weight: 400;">]</span></span></span></span></li></ul><div><b style="text-align: justify;"><span style="color: #cc0000; font-family: arial; font-size: large;"> <span> </span><span> </span><span> </span><span> </span><b style="color: black;"><span style="color: #cc0000;">Nominated</span></b> for Best Paper Award!</span></b></div><ul><li><span style="font-family: arial;"><span style="background-color: transparent; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;">[ICPP-20] </b></span></span></span><span face="" style="background-color: transparent; color: #073763; font-size: large;">"</span><span face="" style="background-color: transparent; color: #3d85c6; font-size: large;">Detecting Anomalous Computation with RNNs on GPU-Accelerated HPC Machines</span><span face="" style="background-color: transparent; color: #073763; font-size: large;">", </span><span face="" style="background-color: transparent; color: #073763; font-size: large;">Pengfei Zou, <b>Ang Li</b>, Kevin Barker, and Rong Ge, International Conference on Parallel Processing, Aug 17-20, Edmonton, AB, Canada, 2020. DOI:10.1145/3404397.3404435 [<a href="https://drive.google.com/file/d/1rw7vm6mKcp2TnWB8NUEs5NiyzPGs6uxF/view?usp=sharing">pdf</a>][<a href="https://github.com/uuudown/ICPP2020">GitHub</a>][<a href="https://drive.google.com/file/d/1qLuyOEKSwZa0kedrU-SzcyDRVxmxUO8S/view?usp=sharing">ppt</a>]</span></span></li><li><span style="font-family: arial;"><span style="background-color: transparent; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;">[TC] </b></span></span></span><span face="" style="background-color: transparent; color: #073763; font-size: large;">"</span><span face="" style="background-color: transparent; color: #3d85c6; font-size: large;">FPDeep: Scalable Acceleration of CNN Training on Deeply-Pipelined FPGA Clusters</span><span face="" style="background-color: transparent; color: #073763; font-size: large;">", Tianqi Wang, </span><span face="" style="background-color: transparent; color: #073763; font-size: large;">Tong Geng, <b>Ang Li</b>, Xi Jin, and Martin Herbordt, IEEE Transactions on Computers, Volume 69, Issue 8, pp1143-1158, May, 2020. DOI:10.1109/TC.2020.3000118 [<a href="https://arxiv.org/abs/1901.01007">arXiv</a>][<a href="https://ieeexplore.ieee.org/document/9110747">IEEE</a>]</span></span></li><li><span style="font-family: arial;"><span face="" style="color: #073763; font-size: large;"><b>[ICS-20] </b></span><span face="" style="color: #073763; font-size: large;">"</span><span face="" style="color: #3d85c6; font-size: large;">CSB-RNN: A Faster-than-Realtime RNN Acceleration Framework with Compressed Structured Blocks</span><span face="" style="color: #073763; font-size: large;">", Runbin Shi, Peiyan Dong, Tong Geng, Yuhao Ding, Hayden So, Martin Herbordt, <b>Ang Li</b>, and Yanzhi Wang, The 31st International Conference on SuperComputing, Barcelona, Spain. June 29-July 2, 2020. DOI:10.1145/3392717.3392749 [<a href="https://drive.google.com/open?id=1Akosb2WA5a-0ASEzH45065IZzGyePzBP">pdf</a>].</span></span></li><li><span style="font-family: arial;"><span face="" style="color: #073763; font-size: large;"><b>[CCGrid-20]</b> "</span><span face="" style="color: #3d85c6; font-size: large;">Indicator-Directed Dynamic Power Management for Iterative Workloads on GPU-Accelerated Systems</span><span face="" style="color: #073763; font-size: large;">", Pengfei Zou, <b>Ang Li</b>, Kevin Barker, and Rong Ge, The 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, Melbourne, Australia. May 11-14, 2020. DOI:10.1109/CCGrid49817.2020.00-37 [<a href="https://drive.google.com/file/d/1oRcuwlLZVHWguBZOzW1TWuDAWgSGE4Ac/view?usp=sharing">pdf</a>].</span></span></li></ul><span style="font-family: arial;"><b style="line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;">2019:</span></b><br /></span><ul><li><span style="font-family: arial;"><span style="background-color: transparent; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;">[TPDS] </b></span></span></span><span face="" style="background-color: transparent; color: #073763; font-size: large;">"</span><span face="" style="background-color: transparent; color: #3d85c6; font-size: large;">Evaluating Modern GPU Interconnect: PCIe, NVLink, NV-SLI, NVSwitch and GPUDirect</span><span face="" style="background-color: transparent; color: #073763; font-size: large;">", <b>Ang</b> <b>Li</b>, Shuaiwen Leon Song, Jieyang Chen, Jiajia Li, Xu Liu, Nathan Tallent, and Kevin Barker</span><span face="" style="background-color: transparent; color: #073763; font-size: large;">, IEEE Transactions on Parallel and Distributed Systems, DOI:10.1109/TPDS.2019.2928289 [<a href="https://arxiv.org/abs/1903.04611">arXiv</a>][<a href="https://ieeexplore.ieee.org/document/8763922">Link</a>][<a href="https://github.com/uuudown/Tartan">GitHub</a>]</span></span></li></ul><ul><li><span style="font-family: arial;"><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;"><b style="background-color: transparent;">[SC-19] </b>"<span style="color: #3d85c6;">BSTC: A Novel Binarized-Soft-Tensor-Core Design for Accelerating Bit-Based Approximated Neural Nets</span></span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;">"</span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;">, <b>Ang Li</b>, Tong Geng, Tianqi Wang, Martin Herbordt, Shuaiwen Leon Song, Kevin Barker, </span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 13.7143px;">The 2019 </span><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 16px;"><span style="line-height: 13.7143px;">International Conference for High Performance Computing, Networking, Storage and Analysis</span>, Denver, CO, USA. Nov 17-22, 2019. DOI:10.1145/3295500.3356169 [<a href="https://drive.google.com/open?id=116yOdNY4J-9FsPg1Rh3kbPYaIBpyYBCE">pdf</a>] [<a href="https://github.com/uuudown/SBNN">GitHub</a>] [<a href="https://drive.google.com/file/d/1apfHwpmQpIx8W48bNHK2iQIWuIAHWShl/view?usp=sharing">ppt</a>].</span></span></li><li><span face="" style="background-color: transparent; color: #073763; font-size: large; line-height: 16px;"><span style="font-family: arial; line-height: 13.7143px;"><span style="background-color: transparent; color: #073763;"><b style="line-height: 13.7143px;"><b style="background-color: transparent;"><b style="line-height: 13.7143px;"><b style="background-color: transparent;">[IISWC-19]</b><span style="background-color: transparent; color: #073763; font-weight: 400;"> "</span><span style="background-color: transparent; color: #073763; font-weight: 400;"><b style="color: black; line-height: 13.7143px;"><span style="background-color: transparent; color: #3d85c6; font-weight: 400;">Fingerprinting Anomalous Computation with RNN for GPGPU-Based HPC Machines</span></b>"</span></b></b></b>, </span><span style="background-color: transparent; color: #073763;">Pengfei Zou</span><span style="background-color: transparent; color: #073763;"><span>, </span><b>Ang Li</b><span>, Kevin Barker, and Rong Ge. 2019 IEEE International Symposium on Workload Characterization, Orlando, FL, USA, Nov 3-Nov 5, 2019. DOI:10.1109/IISWC47752.2019.9042165 [<a href="https://drive.google.com/file/d/107tRp6L0Y-u4JzWd0MAmtmz5Q9Gp0r9v/view?usp=sharing">pdf</a>]</span></span></span></span></li><li><span style="font-family: arial;"><span style="background-color: transparent; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;">[Springer] </b></span></span></span><span face="" style="background-color: transparent; color: #073763; font-size: large;">"</span><span face="" style="background-color: transparent; color: #3d85c6; font-size: large;">PASTA: A Parallel Sparse Tensor Algorithm Benchmark Suite</span><span face="" style="background-color: transparent; color: #073763; font-size: large;">", </span><span face="" style="background-color: transparent; color: #073763; font-size: large;">Jiajia Li, Yuchen Ma, Xiaolong Wu, <b>Ang Li</b>, Kevin Barker, CCF Transactions on High Performance Computing. DOI:10.1007/s42514-019-00012-w </span><span style="line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;">[<a href="https://arxiv.org/abs/1902.03317">arXiv</a>][<a href="https://rdcu.be/bM8jQ">Link</a>]</span></span></span></li><li><span style="background-color: transparent; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="font-family: arial; line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><b style="line-height: 13.7143px;"><span style="background-color: transparent; color: #073763; font-weight: 400;"><b style="line-height: 13.7143px;"><b style="background-color: transparent;">[ASAP-19] </b></b>"</span><span style="background-color: transparent; color: #3d85c6; font-weight: 400;">LP-BNN: Ultra-Low-Latency BNN Inference with Layer Parallelism</span><span style="background-color: transparent; color: #073763; font-weight: 400;">",Tong Geng</span><span style="background-color: transparent; color: #073763;"><span style="font-weight: 400;">, Tianqi Wang, Chunshu Wu, Chen Yang, Shuaiwen Leon Song, </span>Ang Li<span style="font-weight: 400;">, and Martin Herbordt. The 30th IEEE International Conference on Application-specific Systems, Architectures, and Processors, <b style="background-color: transparent;"><b style="line-height: 13.7143px;"><span style="background-color: transparent; color: #073763;"><span style="font-weight: 400;">New York, </span></span></b></b>USA, Jul 15-17, 2019. DOI:10.1109/ASAP.2019.00-43 [<a href="https://drive.google.com/open?id=17SJysRabsLtM1ME4H669JHslAMCsY9NS">pdf</a>]</span></span></b></b></span></span></span></li><li><span style="background-color: transparent; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="font-family: arial; line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;"><b style="line-height: 13.7143px;"><span style="background-color: transparent; color: #073763; font-weight: 400;"><b style="line-height: 13.7143px;"><b style="background-color: transparent;">[ICS-19] </b></b>"</span><span style="background-color: transparent; color: #3d85c6; font-weight: 400;">O3BNN: An Out-Of-Order Architecture for High-Performance Binarized Neural Network Inference with Fine-Grained Pruning</span><span style="background-color: transparent; color: #073763; font-weight: 400;">",Tong Geng</span><span style="background-color: transparent; color: #073763;"><span style="font-weight: 400;">, Tianqi Wang, Chunshu Wu, Chen Yang, Wei Wu, </span>Ang Li<span style="font-weight: 400;">, and Martin Herbordt. The 30th International Conference on SuperComputing, <b style="background-color: transparent;"><b style="line-height: 13.7143px;"><span style="background-color: transparent; color: #073763;"><span style="font-weight: 400;">Phoenix, AZ</span></span></b></b>, USA, Jun 26-28, 2019. DOI:10.1145/3330345.3330386 [<a href="https://drive.google.com/open?id=1lrdwzjSWZpeatnxmRXkucELu1PsiBTX8">pdf</a>]</span></span></b></b></span></span></span></li><li><span style="background-color: transparent; line-height: 13.7143px; text-align: justify;"><span face="" style="color: #073763; font-size: large;"><span style="font-family: arial; line-height: 13.7143px; text-align: left;"><b style="background-color: transparent;">[HPCA-19]</b><span style="background-color: transparent; color: #073763;"> "</span><span style="background-color: transparent; color: #3d85c6;">PIM-VR: Erasing Motion Anomalies In Highly-Interactive Virtual Reality World With Customized Memory Cube</span><span style="background-color: transparent; color: #073763;">", </span><span style="background-color: transparent;">Chenhao Xie</span><span style="background-color: transparent; color: #073763;"><span>, Xingyao Zhang, </span><b>Ang Li</b><span>, Xin Fu, and Shuaiwen Leon Song. The 25th IEEE International Symposium on High-Performance Computer Architecture, Washington D.C., USA, Feb 16-20, 2019. DOI:10.1109/HPCA.2019.00013 [<a href="https://drive.google.com/open?id=112109i801uvukUzEmaxLy1hVSB2WI-U8">pdf</a>]</span></span></span></span></span></li></ul><b style="line-height: 13.7143px; text-align: justify;"><span style="color: #073763; font-family: arial; font-size: large;">2018:</span></b></div><ul><li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="color: #073763; font-family: arial; font-size: large;"><b style="line-height: 13.7143px;"><span style="background-color: transparent; color: #073763; font-weight: 400;"><b style="line-height: 13.7143px;"><b style="background-color: transparent;"><b style="line-height: 13.7143px;"><b style="background-color: transparent;">[IISWC-18]</b><span style="background-color: transparent; color: #073763; font-weight: 400;"> "</span><span style="background-color: transparent; color: #073763; font-weight: 400;"><b style="color: black; line-height: 13.7143px;"><span style="background-color: transparent; color: #3d85c6; font-weight: 400;">Tartan: Evaluating Modern GPU Interconnect via a Multi-GPU Benchmark Suite</span></b>"</span></b></b></b>, </span><span style="background-color: transparent; color: #073763;">Ang Li<span style="font-weight: 400;">, Shuaiwen Leon Song, Jieyang Chen, Xu Liu, Nathan Tallent, and Kevin Barker. 2018 IEEE International Symposium on Workload Characterization, Raleigh, NC, USA, Sep 30-Oct 2, 2018. DOI:10.1109/IISWC.2018.8573483 [</span><a href="https://drive.google.com/open?id=13S4zbl4asHlWv_oebHw1YOWkzDr6I9wg">pdf</a><span style="font-weight: 400;">][<a href="https://drive.google.com/open?id=1o3zjTJQ9G_b7g2ldZiQdU94kNR4Hn2p5">Supplementary File</a>][<a href="https://github.com/uuudown/Tartan">Github</a>][<a href="https://drive.google.com/open?id=1w_qDQ_1sCfghzPAhWeOFVA7GsVvNftDg">ppt</a>].</span></span></b></span></li></ul><div style="text-align: left;"><b style="text-align: justify;"><span style="color: #cc0000; font-family: arial; font-size: large;"> <b style="color: black;"><span style="color: #cc0000;">Nominated</span></b> for Best Paper Award!</span></b></div><ul><li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="color: #073763; font-family: arial; font-size: large;"><b style="line-height: 13.7143px;"><b style="background-color: transparent;">[ICS-18]</b><span style="background-color: transparent; color: #073763; font-weight: 400;"> "</span><span style="background-color: transparent; color: #3d85c6; font-weight: 400;">Warp-Consolidation: A Novel Execution Model for GPUs</span><span style="background-color: transparent; color: #073763; font-weight: 400;">", </span><b style="background-color: transparent;">Ang Li</b><span style="background-color: transparent; color: #073763;"><span style="font-weight: 400;">, Weifeng Liu, Linnan Wang, Kevin Barker, and Shuaiwen Leon Song. The 29th International Conference on SuperComputing, Beijing, China, Jun 12-15, 2018. DOI:10.1145/3205289.3205294 [</span><a href="https://drive.google.com/open?id=1uxOE-7vRtzZdH6IFJtcDvusbnCpglzol">pdf</a><span style="font-weight: 400;">][</span><a href="https://drive.google.com/open?id=1hHNvCeXH9mtmB30z-2RNpQsV0o7-0lkh">ppt</a><span style="font-weight: 400;">]</span></span><span style="background-color: transparent; color: #073763; font-weight: 400;">.</span></b></span></li><li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="color: #073763; font-family: arial; font-size: large;"><b style="line-height: 13.7143px;">[CGO-18] </b><span style="color: #073763; line-height: 13.7143px;">"</span><span style="line-height: 13.7143px;"><span style="color: #3d85c6;">CUDAAdvisor: LLVM-based Runtime Profiling for Modern GPUs</span><span style="color: #073763;">"</span></span><span style="color: #073763; line-height: 13.7143px;">, Du Shen, <b>Ang Li</b>, Shuaiwen Leon Song and Xu Liu, International Symposium on Code Generation and Optimization</span><span style="color: #073763; line-height: 16px;">, Vienna, Austria. Feb 24-28, 2018. DOI:10.1145/3168831 [<a href="https://drive.google.com/open?id=1RelfGOkycINBDrQy-UfUZxOL_DhrX8Sw"><b>pdf</b></a>][<a href="https://github.com/sderek/CUDAAdvisor">Github</a>]</span></span></li><li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="font-family: arial;"><span face="" style="color: #073763; font-size: large;"><b>[PPoPP-18]</b> "</span><span face="" style="color: #3d85c6; font-size: large;">SuperNeurons: Dynamic GPU Memory Management for Training Deep Neural Networks</span><span face="" style="color: #073763; font-size: large;">", Linnan Wang, Jinmian Ye, Yiyang Zhao, Wei Wu, <b>Ang Li</b>, Shuaiwen Leon Song, Zenglin Xu, Tim Kraska, Principles and Practice of Parallel Programming, Wien, Austria. Feb 24-28, 2018. DOI:10.1145/3178487.3178491 <b>[<a href="https://drive.google.com/open?id=1goYlZlgjtFmYof2jFH7CCnfTuCbKLcFJ">pdf</a>]</b>[<a href="https://github.com/linnanwang/superneurons-release">Github</a>]</span></span></li></ul><div style="text-align: left;"><b style="line-height: 13.7143px; text-align: justify;"><span style="color: #073763; font-family: arial; font-size: large;">2017:</span></b></div><ul><li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="color: #073763; font-family: arial; font-size: large;"><b style="line-height: 13.7143px;">[MICRO-17] </b>"<span style="color: #3d85c6;">BVF: Enabling Significant On-Chip Power Savings via Bit-Value-Favor for Throughput Processors</span><span style="line-height: 13.7143px;">", </span><span style="line-height: 13.7143px;"><b>Ang Li</b>, Wenfeng Zhao and Shuaiwen Leon Song, The 50th Annual IEEE/ACM International Symposium on Microarchitecture, Boston, MA, USA. Oct 14-18, 2017. DOI:10.1145/3123939.3123944 <b>[<a href="https://drive.google.com/open?id=0B1O_pRKDJpZuVkFYeGhjbzA5Nnc">pdf</a>][<a href="https://drive.google.com/open?id=0B1O_pRKDJpZuZ0w1QlMwSFZQWVk">slides</a>]</b></span></span></li><li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="color: #073763; font-family: arial; font-size: large;"><b style="background-color: transparent; line-height: 13.7143px;">[SC-17] </b><span style="background-color: transparent; line-height: 13.7143px;">"<span style="color: #3d85c6;">Exploring And Analyzing the Real Impact of Modern On-Package Memory on HPC Scientific Kernels</span></span><span style="background-color: transparent; line-height: 13.7143px;">"</span><span style="background-color: transparent; line-height: 13.7143px;">, <b>Ang Li</b>, Weifeng Liu, Xu Liu, Mads R.B.Kristensen, Brian Vinter, Hao Wang, Kaixi Hou, Andres Marquez and Shuaiwen Leon Song, </span><span style="background-color: transparent; line-height: 13.7143px;">The 2017 </span><span style="background-color: transparent; line-height: 16px;"><span style="line-height: 13.7143px;">International Conference for High Performance Computing, Networking, Storage and Analysis</span>, Denver, CO, USA. Nov 12-17, 2017. DOI:10.1145/3126908.3126931 </span><span style="background-color: transparent; line-height: 16px;"><b>[<a href="https://drive.google.com/open?id=0B1O_pRKDJpZuam1Jb3V1ZlR1SnM">pdf</a>]</b></span></span></li></ul><div style="text-align: left;"><span style="font-family: arial; font-size: large;"><span style="background-color: transparent; color: #073763; line-height: 13.7143px; text-align: justify;"> </span><span style="background-color: transparent; line-height: 13.7143px; text-align: justify;"><span style="color: #073763;"> </span><span style="color: #073763;"> </span><span style="color: #cc0000;"> </span><b><span style="color: #cc0000;">Nominated for Best Paper Award!</span></b></span><span style="color: #cc0000;"><span style="background-color: transparent; text-align: justify;"><span style="line-height: 13.3333px;"><span style="color: #cc0000;"> </span> </span></span><span style="background-color: transparent; line-height: 13.7143px; text-align: justify;"> </span></span></span></div><ul><li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="font-family: arial;"><span face="" style="color: #073763; font-size: large;"><b style="line-height: 13.7143px;">[CCPE] </b>"</span><span face="" style="color: #3d85c6; font-size: large;">Fast Synchronization-Free Algorithms for Parallel Sparse Triangular Solves with Multiple Right-Hand Sides</span><span face="" style="color: #073763; font-size: large;">", Weifeng Liu, <b>Ang Li</b>, Jonathan Hogg, Iain Duff and Brian Vinter, Concurrency and Computation: Practice and Experience, Wiley. DOI:10.1002/cpe.4244 </span></span></li><li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="color: #073763; font-family: arial; font-size: large;"><b style="line-height: 13.7143px;">[ASPLOS-17] </b><span style="line-height: 13.7143px;">"</span><span style="line-height: 13.7143px;"><span style="color: #3d85c6;">Locality-Aware CTA Clustering for Modern GPUs</span>"</span><span style="line-height: 13.7143px;">, <b>Ang Li</b>, Shuaiwen Leon Song, Weifeng Liu, Xu Liu, Akash Kumar and Henk Corporaal, </span><span style="line-height: 13.7143px;">The 22nd </span><span style="line-height: 16px;">ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Xi'an, China. Apr 8-12, 2017. DOI:10.1145/3093337.3037709 </span><span style="line-height: 16px;">[<b><a href="https://drive.google.com/open?id=0B1O_pRKDJpZuZGxyeEtweW5CVnM">pdf</a></b>][<b><a href="https://drive.google.com/open?id=11L14l7RPhgpN6h8rWr6gITVeYvgTyqm_">ppt</a></b>]</span></span></li><li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="font-family: arial;"><span face="" style="color: #073763; font-size: large;"><b>[ASICON-17] </b>"</span><span face="" style="color: #3d85c6; font-size: large;">Analysis and Design of Energy-Efficient Data-Dependent SRAM</span><span face="" style="color: #073763; font-size: large;">", Wenfeng Zhao, <b>Ang Li</b>, Yi Wang and Yajun Ha, IEEE 12th International Conference on ASIC, Guiyang, China, Oct 25-28, 2017. DOI:10.1109/ASICON.2017.8252625 [<b><a href="https://drive.google.com/open?id=0B1O_pRKDJpZucFNNX0VwSkhOYmM">pdf</a></b>]</span></span></li></ul><div style="text-align: left;"><b style="line-height: 13.7143px; text-align: justify;"><span style="color: #073763; font-family: arial; font-size: large;">2016:</span></b></div><ul style="margin-top: 0in;"><li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="font-family: arial;"><span face="" style="color: #073763; font-size: large; font-weight: bold;">[PhD Thesis] </span><span face="" style="color: #3d85c6; font-size: large; font-weight: bold;">GPU Performance Modeling and Optimization</span><span face="" style="color: #073763; font-size: large;"><b> (Oct, 2016). </b>ISBN:978-90-386-4155-3<b> [</b><a href="https://drive.google.com/open?id=0B1O_pRKDJpZuOElPZk1TalNTVDQ" style="font-weight: bold;">pdf</a><b>][</b><a href="https://drive.google.com/open?id=1hpbb74V2JzA8W2hvsVlqrKX4SsHhkaYm" style="font-weight: bold;">ppt</a><b>]</b></span></span></li><li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="color: #073763; font-family: arial; font-size: large;"><b style="background-color: transparent; line-height: 13.7143px;">[EuroPar-16] </b><span style="background-color: transparent; line-height: 13.7143px;">"</span><span style="background-color: transparent; line-height: 13.7143px;"><span style="color: #3d85c6;">A Synchronization-Free Algorithm for Parallel Sparse Triangular Solves</span>"</span><span style="background-color: transparent; line-height: 13.7143px;">, Weifeng Liu, <b>Ang Li</b>, Jonathan Hogg, Iain Duff and Brian Vinter, </span><span style="background-color: transparent; line-height: 13.7143px;">The 22nd </span><span style="background-color: transparent; line-height: 16px;">International European Conference on Parallel and Distributed Computing, Grenoble, France, Aug 22-26, 2016. DOI:10.1007/978-3-319-43659-3_45 <b>[<a href="https://drive.google.com/open?id=0B1O_pRKDJpZuamRWbnZYeWFIeEk">pdf</a>][<a href="http://www.nbi.dk/~weifeng/slides/sptrsv_liu_europar16_slides.pdf" rel="nofollow">slides</a>][</b><a href="https://github.com/bhSPARSE/Benchmark_SpTRSV_using_CSC">GitHub</a><b>]</b></span></span></li><li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="color: #073763; font-family: arial; font-size: large;"><b style="background-color: transparent;">[ICS-16]</b><span style="background-color: transparent; color: #073763;"> "</span><span style="background-color: transparent; color: #3d85c6;">SFU-Driven Transparent Approximation Acceleration on GPUs</span><span style="background-color: transparent; color: #073763;">", </span><b style="background-color: transparent;">Ang Li</b><span style="background-color: transparent; color: #073763;">, Shuaiwen Leon Song, Mark Wijtvliet, Akash Kumar and Henk Corporaal, The 27th International Conference on Supercomputing, Istanbul, Turkey, June 1-3, 2016. DOI:10.1145/2925426.2926255 </span><b style="background-color: transparent;">[<a href="https://drive.google.com/open?id=0B1O_pRKDJpZuSm5tV2hMSkhyVTQ">pdf</a>][<a href="https://drive.google.com/open?id=1OsnMrcHKl1oJWwU4TRp1-EGCq6MupDBs">ppt</a>]</b></span></li><li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="color: #073763; font-family: arial; font-size: large;"><b style="background-color: transparent;">[IPDPS-16]</b><span style="background-color: transparent;"> "</span><span style="background-color: transparent; line-height: 13.7143px;"><span style="color: #3d85c6;">X: A Comprehensive Analytic Model for Parallel Machines</span></span><span style="background-color: transparent;">",</span><b style="background-color: transparent;"> </b><span style="background-color: transparent; line-height: 13.7143px;"><b>Ang Li</b>, Shuaiwen Leon Song, Eric Brugel, Akash Kumar, Daniel Chavarria-Miranda and Henk Corporaal</span><span style="background-color: transparent;">, The 30th </span><span style="background-color: transparent; line-height: 13.7143px;">IEEE International Parallel & Distributed Processing Symposium</span><span style="background-color: transparent;">, Chicago, Illinois, USA, May 23-27, 2016. DOI:10.1109/IPDPS.2016.89 </span><b style="background-color: transparent;">[<a href="https://drive.google.com/open?id=0B1O_pRKDJpZuMmFVVjJhMWNfcW8">pdf</a>][<a href="https://drive.google.com/open?id=1bG3ZlPxdnI0Uhg6aDSnW04ub6GxvCLf6">ppt</a>]</b></span></li><li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="color: #073763; font-family: arial; font-size: large;"><b style="background-color: transparent;">[DATE-16]</b><span style="background-color: transparent;"> “</span><span style="background-color: transparent; line-height: 13.7143px;"><span style="color: #3d85c6;">Critical Points Based Register-Concurrency Autotuning for GPUs</span></span><span style="background-color: transparent;">”, </span><span style="background-color: transparent; line-height: 13.7143px;"><b>Ang Li</b>, Shuaiwen Leon Song, Akash Kumar, Eddy Z. Zhang, Daniel Chavarria and Henk Corporaal</span><span style="background-color: transparent;">, The 2016 Design, Automation & Test in Europe Conference, Dresden, Germany. March 14-18, 2016. ISBN:978-3-9815-3707-9 </span><b style="background-color: transparent;"><span style="background-color: transparent; line-height: 13.7143px;">[<a href="https://drive.google.com/file/d/0B1O_pRKDJpZuS3Y4eHNxWGFJVEE/view?usp=sharing">pdf</a></span><span style="background-color: transparent; line-height: 13.7143px;">][<a href="https://drive.google.com/open?id=1FpUT_-82pj3He-a6wO-5RfxKtl4gt5f8">slides</a>]</span></b></span></li></ul></div><div style="text-align: justify;"><div><div style="text-align: left;"><span style="line-height: 13.7143px;"><b><span style="color: #073763; font-family: arial; font-size: large;"><br /></span></b></span></div></div><div><div style="text-align: left;"><b style="line-height: 13.3333px;"><span style="color: #073763; font-family: arial; font-size: large;">2015:</span></b></div></div><ul><li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="color: #073763; font-family: arial; font-size: large;"><span style="line-height: 13.3333px;"><b>[SC-15]</b> “</span><span style="color: #3d85c6;">Adaptive and Transparent Cache Bypassing on GPUs</span><span style="line-height: 13.3333px;">”, </span><span style="line-height: 16px;"><b>Ang Li</b>, Gert-Jan Van Den Braak, Akash Kumar and Henk Corporaal</span><span style="line-height: 13.3333px;">, 2015 </span><span style="line-height: 13.3333px;">International Conference for High Performance Computing, Networking, Storage and Analysis</span><span style="line-height: 13.3333px;">, Austin, Texas, USA. November 16-20, 2015. DOI:10.1145/2807591.2807606 <b>[<a href="https://drive.google.com/open?id=0B1O_pRKDJpZuWDdxZ0ZBcC1ocWM">pdf</a>]</b></span><b><span style="background-color: transparent; line-height: 13.3333px;">[</span><span style="background-color: transparent; line-height: 13.3333px;"><a href="https://drive.google.com/file/d/0B1O_pRKDJpZuV0N3WlkySFdNV2M/view?usp=sharing">Supplementary File</a>][<a href="https://drive.google.com/open?id=1yZjAVZI_ZlX7PBk-wo-wtfL5_LdryT1c">ppt</a>]</span></b></span></li></ul><div><div style="text-align: left;"><span style="font-family: arial; font-size: large;"><span style="color: #073763; line-height: 13.3333px;"> </span><span style="color: #073763; line-height: 13.3333px;"> </span><span style="line-height: 13.3333px;"><span style="color: #073763;"> </span><span style="color: #cc0000;"> <b>Nominated for Best Paper Award and Best Student Paper Award!</b> </span></span><span style="color: #cc0000; line-height: 13.3333px;"> </span><span style="color: #073763; line-height: 13.3333px;"> </span><span style="background-color: transparent; color: #073763; line-height: 13.3333px;"> </span></span></div></div><div><div><ul style="text-align: left;"><li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="color: #073763; font-family: arial; font-size: large;"><span style="line-height: 13.7143px;"><b>[DSD-15]</b> </span><span style="line-height: 13.7143px;">“</span><span style="line-height: 13.7143px;"><span style="color: #3d85c6;">A Locality Aware Convolutional Neural Networks Accelerator</span></span><span style="line-height: 13.7143px;">”, </span><span style="line-height: 16px;">Runbin Shi, Zheng Xu, Zhihao Sun, Maurice Peemen, <b>Ang Li</b>,<b> </b>Henk Corporaal, Di Wu</span><span style="line-height: 13.3333px;">, the 18th </span><span style="line-height: 13.3333px;">International Conference on Digital Systems Design</span><span style="line-height: 13.7143px;">, Funchal, Portugal. August 26-28, 2015. DOI:10.1109/DSD.2015.70 </span><b><span style="line-height: 13.3333px;">[</span><span style="line-height: 13.3333px;"><a href="https://drive.google.com/open?id=0B1O_pRKDJpZuTll2LWxSNFA0dU0">pdf</a></span><span style="line-height: 13.3333px;">]*</span></b></span></li><li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="color: #073763; font-family: arial; font-size: large;"><span style="background-color: transparent; line-height: 13.3333px;"><b>[HPDC-15]</b> “</span><span style="color: #3d85c6;">Transit: A Visual Analytical Model for Multithreaded Machine</span><span style="background-color: transparent; line-height: 13.3333px;">”, </span><span style="background-color: transparent; line-height: 16px;"><b>Ang Li, </b>Akash Kumar, Y.C. Tay and Henk Corporaal</span><span style="background-color: transparent; line-height: 13.3333px;">, </span><span style="background-color: transparent; line-height: 13.3333px;">the 24th International Symposium on High-Performance Parallel and Distributed Computing</span><span style="background-color: transparent; line-height: 13.3333px;">, Portland, Oregon, USA. June 15-19, 2015. DOI:10.1145/2749246.2749265 </span><b style="background-color: transparent;"><span style="line-height: 13.3333px;">[</span><span style="line-height: 13.3333px;"><a href="https://drive.google.com/open?id=0B1O_pRKDJpZuc0VMWXgtTmF4NG8">pdf</a></span><span style="line-height: 13.3333px;">][<a href="https://drive.google.com/open?id=1dbfXAgqdJm3k_9asn7xbHfmu4MLl639E">ppt</a>]</span></b></span></li><li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="color: #073763; font-family: arial; font-size: large;"><span style="background-color: transparent; line-height: 13.3333px;"><b>[ICS-15]</b> “</span><span style="background-color: transparent; line-height: 13.3333px;"><span style="color: #3d85c6;">Fine-Grained Synchronizations and Dataflow Programming on GPUs</span></span><span style="background-color: transparent; line-height: 13.3333px;">”, </span><span style="background-color: transparent; line-height: 13.3333px;"><b>Ang Li</b>, Gert-Jan Van Den Braak, Akash Kumar and Henk Corporaal</span><span style="background-color: transparent; line-height: 13.3333px;">, </span><span style="background-color: transparent; line-height: 16px;">The 26th</span><span style="background-color: transparent; line-height: 16px;"> </span><span style="background-color: transparent; line-height: 16px;">International Conference on Supercomputing</span><span style="background-color: transparent; line-height: 13.3333px;">, Newport Beach, California, USA. June 8-11, 2015. DOI:10.1145/2751205.2751232 </span><b style="background-color: transparent;"><span style="line-height: 13.3333px;">[</span><span style="line-height: 13.3333px;"><a href="https://drive.google.com/open?id=0B1O_pRKDJpZucjBlMEgxUFFMSmM">pdf</a></span><span style="line-height: 13.3333px;">][<a href="https://drive.google.com/open?id=1vFEl-jarOBYW3FK-8I7qZcE89eU5Unls">slides</a>]</span></b></span></li><li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="color: #073763; font-family: arial; font-size: large;"><b style="background-color: transparent;">[MICPRO]</b><span style="background-color: transparent;"> "</span><span style="color: #3d85c6;">Correlation Ratio Based Volume Image Registration on GPUs</span><span style="background-color: transparent;">", </span><b style="background-color: transparent;">Ang Li</b><span style="background-color: transparent;">, Akash Kumar, Yajun Ha and Henk Corporaal, Microprocssors and Microsystems Journal, vol. 39, no. 8, pp. 998--1011 (2015). DOI:10.1016/j.micpro.2015.04.002</span></span></li><li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="color: #073763; font-family: arial; font-size: large;"><span style="background-color: transparent; line-height: 13.3333px;"><b>[ASPDAC-15]</b> “</span><span style="background-color: transparent; line-height: 13.3333px;"><span style="color: #3d85c6;">Accelerating non-volatile/hybrid processor cache design space exploration for application specific embedded systems</span></span><span style="background-color: transparent; line-height: 13.3333px;">”, Mohammad Shihabul Haque,<b> Ang Li, </b>Akash Kumar, Qingsong Wei, The 20th Asia and South Pacific Design Automation Conference, Chiba, Japan. January 19-22, 2015. DOI:10.1109/ASPDAC.2015.7059045 </span><b style="background-color: transparent;"><span style="line-height: 13.3333px;">[</span><span style="line-height: 13.3333px;"><a href="https://drive.google.com/open?id=0B1O_pRKDJpZuUUEyZGdmbFM2U2s">pdf</a></span><span style="line-height: 13.3333px;">]</span></b></span></li></ul></div></div><div><div style="text-align: left;"><span style="text-align: justify;"><span face="" style="font-size: x-small;"><span style="color: #073763; font-family: arial; font-size: large; line-height: 13.3333px;"><b>2014:</b></span></span></span></div></div><span style="font-family: arial;"><span face="" style="color: #073763; font-size: large;"><span><span face="" style="color: #073763; font-size: medium;"></span></span></span><br /></span><div><ul style="text-align: left;"><span style="text-align: justify;"><span face="" style="color: #073763; font-size: medium;"><span style="font-family: arial;"><span style="font-size: large;"></span></span><li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="font-family: arial; font-size: large;"><span style="line-height: 13.3333px;"><b>[DSD-14]</b> “</span><span style="line-height: 13.3333px;"><span style="color: #3d85c6;">Accelerating Volume Image Registration through Correlation Ratio based Methods on GPUs</span></span><span style="line-height: 13.3333px;">”, </span><span style="line-height: 16px;"><b>Ang Li </b>and<b> </b>Akash Kumar</span><span style="line-height: 13.3333px;">, the 17th </span><span style="line-height: 13.3333px;">International Conference on Digital Systems Design</span><span style="line-height: 13.3333px;">, Verona, Italy. August 27-29, 2014. DOI:10.1109/DSD.2014.29 </span><b><span style="line-height: 13.3333px;">[</span><span style="line-height: 13.3333px;"><a href="https://drive.google.com/file/d/0B1O_pRKDJpZuOWJxdlVqX2pJdXc/view?usp=sharing&resourcekey=0-6WqLcd1BZfJgvS4RUuzMHw">pdf</a></span><span style="line-height: 13.3333px;">]</span></b></span></li><li style="list-style-position: outside; list-style-type: square; text-align: left;"><span style="font-family: arial; font-size: large;"><span style="background-color: transparent; line-height: 13.3333px;"><b>[ISIC-14]</b> “</span><span style="background-color: transparent; line-height: 13.3333px;"><span style="color: #3d85c6;">A Heterogeneous Platform with GPU and FPGA for Power Efficient High Performance Computing</span></span><span style="background-color: transparent; line-height: 13.3333px;">”, Qiang Wu, Yajun Ha, Akash Kumar, Shaobo Luo, <b>Ang Li</b> and Shihab Mohamed. The 14th International Symposium on Integrated Circuit, Singapore, December 10-12, 2014. DOI:10.1109/ISICIR.2014.7029447</span></span></li></span></span></ul></div></div></div><div><table cellspacing="0" class="sites-layout-name-one-column sites-layout-hbox" style="background-color: transparent; margin: 0px; table-layout: fixed; text-align: justify; width: 1160px;" xmlns="http://www.w3.org/1999/xhtml"><tbody><tr><td class="sites-layout-tile sites-tile-name-content-1" style="padding: 10px; vertical-align: top;"><div dir="ltr"><div><div style="text-align: left;"><h3 id="sites-page-title-header" style="background: transparent; border-bottom: none; color: #5064ae; font-stretch: normal; line-height: normal; margin: 0px; padding-left: 10px; padding-right: 10px;" xmlns="http://www.w3.org/1999/xhtml"><br /></h3></div><div style="text-align: left;"><br /></div></div><div><div><ul style="text-align: left;"><span style="text-align: justify;"><span face="" style="color: #073763; font-size: medium;"></span></span></ul></div><span><span face="" style="color: #073763; font-size: x-small;"></span></span></div></div></td></tr></tbody></table></div>
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