07/2024. One paper accepted MICRO 2024.
05/2024. Two papers accepted ASPLOS 2024 (will be presented at ASPLOS 2025).
02/2024. Our project on secure recommendation system has been funded by NSF. Thanks!
02/2024. Two papers accepted DAC 2024.
01/2024. One paper accepted ICLR 2024.
10/2023. One paper accepted HPCA 2024.
Bingyao Li, (Ph.D. candidate)
Sheng Li, (Ph.D. candidate)
Yue Dai, (Ph.D. candidate, co-advise with Dr.Youtao Zhang)
Yueqi Wang, (Ph.D. candidate)
Tianyu Wang, (Ph.D. candidate)
Yingheng Li, (Ph.D. candidate)
Zewei Mo, (Ph.D. candidate, co-advise with Dr.Youtao Zhang)
Tianao Ge, (Visiting Scholar from HKUST (GZ). Advisor: Dr.Hongyuan Liu)
(MICRO 2024) STAR: Sub-Entry Sharing-Aware TLB for Multi-Instance GPU.
(ASPLOS 2024) QRCC: Evaluating Large Quantum Circuits on Small Quantum Computers through Integrated Qubit Reuse and Circuit Cutting.
(ICLR 2024) Waxing-and-Waning: a Generic Similarity-based Framework for Efficient Self-Supervised Learning.
(MICRO 2023) SupeRBNN: Randomized Binary Neural Network Using Adiabatic Superconductor Josephson Devices.
(ICLR 2023 Spotlight) SmartFRZ: An Efficient Training Framework using Attention-Based Layer Freezing.
(NeurIPS 2022) Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training.
(ECCV 2022) You Already Have It: A Generator-Free Low-Precision DNN Training Framework using Stochastic Rounding.
(SIGMETRICS 2021) Mix and Match: Reorganizing Tasks for Enhancing Data Locality.
(PLDI 2021) Distance-in-Time versus Distance-in-Space.
(AAAI 2021) YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design.
(PPoPP 2021) Compiler Support for Near Data Computing .
(ISCA 2019) Opportunistic Computing in GPU Architectures.
(SIGMETRICS 2019) Architecture-Aware Approximate Computing.
(SIGMETRICS 2019) Quantifying Data Locality in Dynamic Parallelism in GPUs.
(SIGMETRICS 2019) Computing with Near Data.
(MICRO 2017) Data Movement Aware Computation Partitioning.
(PLDI 2015) Optimizing Off-Chip Accesses in Manycores.
(SIGMETRICS 2015) Memory Row Reuse Distance and its Role in Optimizing Application Performance.
Mehrnoosh Raoufi, (Ph.D, co-advise with Dr.Youtao Zhang), Next Move: Oracle
Zhongxuan Song (Master)
Weizheng Xu (Master)
Zachary Michael Smith (Master)
Thomas Matthew Dicarlo (Master)
Antony Paul (Master)
Yuan Yao (Master, Next move: Bloomberg LP)
Ziyu Zhang (Master, Next move: Apple)
Yilun Zhao (Ph.D. candidate, Next move: Ph.D.@ICT-CAS)
Qi Xue (Undergrad, Next move: MS at UPenn)
Updated 05/2024