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Yuke Li
I'm a Ph.D student at PADSYS Lab
in University of California, Merced, advised by Prof. Xiaoyi Lu.
Before that, I received my M.S. degree in High Performance Computing with Data Science from EPCC,
University of Edinburgh , and B.E. degree in Software Engineering from
Sun Yat-sen University (SYSU) on 2020 and 2019, respectively.
(I deeply value my academic journey at EPCC. Professors like David, Mark,
and many others consistently delivered top-notch lectures and meticulously crafted lab exercises.
Their guidance was instrumental in my foray into the HPC field.)
I'm interested in High-Performance Computing (mainly on MPI), RDMA, and DPU
Contact: yli304[at]ucmerced.edu
GitHub
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[IPDPS '24]
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Accelerating Lossy and Lossless Compression on Emerging BlueField DPU Architectures
(Best Paper Nominee)
Yuke Li, Arjun Kashyap, Weicong Chen, Yanfei Guo, Xiaoyi Lu
To appear
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[SHDA Workshop, SC '23]
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Pareto Optimization of CNN Models via Hardware-Aware Neural Architecture Search for Drainage Crossing Classification on Resource-Limited Devices
Yuke Li*, Jiwon Baik*(contributed equally), Md Marufi Rahman, Iraklis Anagnostopoulos, Ruopu Li, Tong Shu
[PAPER]
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[Research Poster, SC '23]
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Characterizing One-/Two-sided Designs in OpenSHMEM Collectives
Yuke Li, Yanfei Guo, Xiaoyi Lu
[POSTER]
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[IEEE Micro]
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Compression Analysis for BlueField-2/3 DPUs: Lossy and Lossless Perspectives
(an extended version of HOTI'23 paper)
Yuke Li, Arjun Kashyap, Yanfei Guo, Xiaoyi Lu
[PAPER]
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[Hot Interconnects '23]
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Characterizing Lossy and Lossless Compression on Emerging BlueField DPU Architectures
Yuke Li, Arjun Kashyap, Yanfei Guo, Xiaoyi Lu
[PAPER]
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[JCST '23]
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xCCL: A Survey of Industry-Led Collective Communication Libraries for Deep
Learning
Adam Weingram, Yuke Li, Hao Qi, Darren Ng, Liuyao Dai, Xiaoyi Lu
[PAPER]
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[BenchCouncil Transactions '22]
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Understanding Hot Interconnects with an Extensive Benchmark Survey
Yuke Li , Hao Qi, Gang Lu, Feng Jin, Yanfei Guo, Xiaoyi Lu
[PAPER]
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Jan, 2023 - Dec, 2023
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Visiting student, Argonne National Laboratory (Mentor: Yanfei Guo)
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Summer, 2022
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Internship, Argonne National Laboratory, MPICH project (Mentor: Yanfei Guo)
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HOTI '23 '24
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Technical Program Committee
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Bench '22
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Session Chair
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SC '22 '23
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Student Volunteer
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SIGHPC Conference Travel Grant
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SC '22
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IEEE TCPP Student Travel Awards
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IPDPS '24
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