11/2024. One paper accepted HPCA 2025 (with shepherding).
09/2024. Serving IEEE Micro Top Picks 2025 vice program chair.
07/2024. Serving ASPLOS 2025 publication chair.
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)
Rongchao Dong, (Ph.D. candidate)
Haoqing Yang, (Ph.D. candidate)
Ziwei Quan, (Incoming Ph.D. candidate)
(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.
Tianao Ge, (Visiting Scholar from HKUST (GZ). Advisor: Dr.Hongyuan Liu)
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