Hanmei Yang

18 papers A 1B 1C 2Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2026 — conf
SNIP: An Adaptive Mixed Precision Framework for Subbyte Large Language Model Training.
ASPLOS (2)
Yunjie Pan, Yongyi Yang, Hanmei Yang, Scott Mahlke
2026 J jnl
SNIP: An Adaptive Mixed Precision Framework for Subbyte Large Language Model Training.
CoRR
Yunjie Pan, Yongyi Yang, Hanmei Yang, Scott Mahlke
2026 J jnl
Unveiling the Potential of Quantization with MXFP4: Strategies for Quantization Error Reduction.
CoRR
Jatin Chhugani, Geonhwa Jeong, Bor-Yiing Su, Yunjie Pan, Hanmei Yang, Aayush Ankit, Jiecao Yu, Summer Deng, Yunqing Chen, Nadathur Satish, Changkyu Kim
2025 C conf
An Empirical Study of Microscaling Formats for Low-Precision LLM Training.
ARITH
Hanmei Yang, Summer Deng, Amit Nagpal, Maxim Naumov, Mohammad Janani, Tongping Liu, Hui Guan
2025 J jnl
Implicit Neural Attention for Removing Blur in Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Yaowei Li, Hanmei Yang, Xiaoxuan Chen, Hang An, Bo Jiang
2024 J jnl
ProTrain: Efficient LLM Training via Memory-Aware Techniques.
CoRR
Hanmei Yang, Jin Zhou, Yao Fu, Xiaoqun Wang, Ramine Roane, Hui Guan, Tongping Liu
2024 J jnl
Understanding and Alleviating Memory Consumption in RLHF for LLMs.
CoRR
Jin Zhou, Hanmei Yang, Steven (Jiaxun) Tang, Mingcan Xiang, Hui Guan, Tongping Liu
2023 J jnl
MemPerf: Profiling Allocator-Induced Performance Slowdowns.
Proc. ACM Program. Lang.
Jin Zhou, Sam Silvestro, Steven (Jiaxun) Tang, Hanmei Yang, Hongyu Liu, Guangming Zeng, Bo Wu, Cong Liu, Tongping Liu
2023 C conf
NUMAlloc: A Faster NUMA Memory Allocator.
ISMM
Hanmei Yang, Xin Zhao, Jin Zhou, Wei Wang, Sandip Kundu, Bo Wu, Hui Guan, Tongping Liu
2023 J jnl
Nonlocal ultrasound image despeckling via improved statistics and rank constraint.
Pattern Anal. Appl.
Hanmei Yang, Jian Lu, Ye Luo, Guokai Zhang, Heng Zhang, Yiwen Liang, Jianwei Lu
2022 — conf
CachePerf: A Unified Cache Miss Classifier via Hybrid Hardware Sampling.
SIGMETRICS (Abstracts)
Jin Zhou, Steven (Jiaxun) Tang, Hanmei Yang, Tongping Liu
2022 J jnl
CachePerf: A Unified Cache Miss Classifier via Hybrid Hardware Sampling.
CoRR
Jin Zhou, Steven (Jiaxun) Tang, Hanmei Yang, Tongping Liu
2022 J jnl
Cross-Modal Prostate Cancer Segmentation via Self-Attention Distillation.
IEEE J. Biomed. Health Informatics
Guokai Zhang, Xiaoang Shen, Yudong Zhang, Ye Luo, Jihao Luo, Dandan Zhu, Hanmei Yang, Weigang Wang, Binghui Zhao, Jianwei Lu
2022 A conf
Deadlock prediction via generalized dependency.
ISSTA
Jinpeng Zhou, Hanmei Yang, John Lange, Tongping Liu
2022 J jnl
Field of experts regularized nonlocal low rank matrix approximation for image denoising.
J. Comput. Appl. Math.
Hanmei Yang, Jian Lu, Heng Zhang, Ye Luo, Jianwei Lu
2020 — conf
Capturing Human Pose Using mmWave Radar.
PerCom Workshops
Guangzheng Li, Ze Zhang, Hanmei Yang, Jin Pan, Dayin Chen, Jin Zhang
2020 B conf
Ultrasound Image Restoration Using Weighted Nuclear Norm Minimization.
ICPR
Hanmei Yang, Heng Zhang, Ye Luo, Jianwei Lu, Jian Lu
2019 J jnl
Ultrasound image restoration based on a learned dictionary and a higher-order MRF.
Comput. Math. Appl.
Jian Lu, Hanmei Yang, Lixin Shen, Yuru Zou