Hanmei Yang

According to our database, Hanmei Yang authored at least 16 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Unveiling the Potential of Quantization with MXFP4: Strategies for Quantization Error Reduction.

Jatin Chhugani, Geonhwa Jeong, Bor-Yiing Su, Yunjie Pan, Hanmei Yang, Aayush Ankit, Jiecao Yu, Summer Deng, Yunqing Chen, Nadathur Satish, Changkyu Kim

CoRR, March, 2026

SNIP: An Adaptive Mixed Precision Framework for Subbyte Large Language Model Training.

Yunjie Pan, Yongyi Yang, Hanmei Yang, Scott Mahlke

Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2026

2025

Implicit Neural Attention for Removing Blur in Remote Sensing Images.

Yaowei Li, Hanmei Yang, Xiaoxuan Chen, Hang An, Bo Jiang

IEEE Geosci. Remote. Sens. Lett., 2025

An Empirical Study of Microscaling Formats for Low-Precision LLM Training.

Hanmei Yang, Summer Deng, Amit Nagpal, Maxim Naumov, Mohammad Janani, Tongping Liu, Hui Guan

Proceedings of the IEEE 32nd Symposium on Computer Arithmetic, 2025

2024

Understanding and Alleviating Memory Consumption in RLHF for LLMs.

Jin Zhou, Hanmei Yang, Steven (Jiaxun) Tang, Mingcan Xiang, Hui Guan, Tongping Liu

CoRR, 2024

ProTrain: Efficient LLM Training via Memory-Aware Techniques.

Hanmei Yang, Jin Zhou, Yao Fu, Xiaoqun Wang, Ramine Roane, Hui Guan, Tongping Liu

CoRR, 2024

2023

MemPerf: Profiling Allocator-Induced Performance Slowdowns.

Jin Zhou, Sam Silvestro, Steven (Jiaxun) Tang, Hanmei Yang, Hongyu Liu, Guangming Zeng, Bo Wu, Cong Liu, Tongping Liu

Proc. ACM Program. Lang., October, 2023

Nonlocal ultrasound image despeckling via improved statistics and rank constraint.

Hanmei Yang, Jian Lu, Ye Luo, Guokai Zhang, Heng Zhang, Yiwen Liang, Jianwei Lu

Pattern Anal. Appl., February, 2023

NUMAlloc: A Faster NUMA Memory Allocator.

Hanmei Yang, Xin Zhao, Jin Zhou, Wei Wang, Sandip Kundu, Bo Wu, Hui Guan, Tongping Liu

Proceedings of the 2023 ACM SIGPLAN International Symposium on Memory Management, 2023

2022

Cross-Modal Prostate Cancer Segmentation via Self-Attention Distillation.

Guokai Zhang, Xiaoang Shen, Yudong Zhang, Ye Luo, Jihao Luo, Dandan Zhu, Hanmei Yang, Weigang Wang, Binghui Zhao, Jianwei Lu

IEEE J. Biomed. Health Informatics, 2022

Field of experts regularized nonlocal low rank matrix approximation for image denoising.

Hanmei Yang, Jian Lu, Heng Zhang, Ye Luo, Jianwei Lu

J. Comput. Appl. Math., 2022

CachePerf: A Unified Cache Miss Classifier via Hybrid Hardware Sampling.

Jin Zhou, Steven (Jiaxun) Tang, Hanmei Yang, Tongping Liu

Proceedings of the SIGMETRICS/PERFORMANCE '22: ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, Mumbai, India, June 6, 2022

Deadlock prediction via generalized dependency.

Jinpeng Zhou, Hanmei Yang, John Lange, Tongping Liu

Proceedings of the ISSTA '22: 31st ACM SIGSOFT International Symposium on Software Testing and Analysis, Virtual Event, South Korea, July 18, 2022

2020

Capturing Human Pose Using mmWave Radar.

Guangzheng Li, Ze Zhang, Hanmei Yang, Jin Pan, Dayin Chen, Jin Zhang

Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

Ultrasound Image Restoration Using Weighted Nuclear Norm Minimization.

Hanmei Yang, Heng Zhang, Ye Luo, Jianwei Lu, Jian Lu

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Ultrasound image restoration based on a learned dictionary and a higher-order MRF.

Jian Lu, Hanmei Yang, Lixin Shen, Yuru Zou

Comput. Math. Appl., 2019