Hanmei Yang (杨寒梅)
Ph.D. Candidate
hanmeiyang@umass.edu
Electrical and Computer Engineering
University of Massachusetts Amherst
About Me
I am a third-year Ph.D. student at University of Massachusetts Amherst, supervised by Professor Tongping Liu and Professor Hui Guan. Prior to joining UMass, I got my B.Eng. degree from Southern University of Science and Technology.
My research interests lie in the design of efficient systems for machine learning. Particularly, my current research focuses on the system optimization for large model training.
Publications
- 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 Object-Oriented Programming, Systems, Languages & Applications (OOPSLA) 2023.
- NUMAlloc: A Faster NUMA Memory Allocator, Hanmei Yang, Xin Zhao, Jin Zhou, Wei Wang, Sandip Kundu, Bo Wu, Hui Guan, Tongping Liu International Symposium on Memory Management (ISMM) 2023.
- Deadlock prediction via generalized dependency, Jinpeng Zhou, Hanmei Yang, John Lange, Tongping Liu International Symposium on Software Testing and Analysis (ISSTA) 2022.
- CachePerf: A Unified Cache Miss Classifier via Hybrid Hardware Sampling, Jin Zhou, Jiaxun Tang, Hanmei Yang, Tongping Liu ACM SIGMETRICS 2022.
- Capturing Human Pose Using mmWave Radar, Guangzheng Li, Ze Zhang, Hanmei Yang, Jin Pan, Dayin Chen, Jin Zhang Pervasive Computing and Communications Workshops (PerCom Workshops) 2020.
Service
- External Reviewer: IPDPS 2023
- PC Member: PPoPP 2023 AE, EuroSys 2024 AE