Zuoyan Zhang
I am currently a first-year PhD student at the CYCLE Lab at Hunan University under the supervisor Prof. Jie Zhao. I got my MEng degree from the State Key Laboratory of Mathematical Engineering and Advanced Computing at Information Engineering University under the supervisor Prof. Shaozhong Guo in June 2024. My research interests span machine learning system and program analysis, with a particular focus on floating-point program error detection and automatic repair, as well as distributed parallel acceleration for large language model training. My research has been recognized with ASE, ISSTA.
News
- 2024.09: I participated in CCF HPC China 2024 and be a guest speaker at the 2nd China Chip Basic Function Library Forum on 26 Sep.
- 2024.09: I participated in ISSTA 2024 and gave a paper presentation on “Arfa: An Agile Regime-based Floating-point Optimization Approach for Rounding Errors” in 19 Sep.
- 2024.07: One paper titled “Arfa: An Agile Regime-based Floating-point Optimization Approach for Rounding Errors” was accepted by ISSTA 2024.
- 2023.07: One paper titled “Eiffel: Inferring Input Ranges of Significant Floating-point Errors via Polynomial Extrapolation” was accepted by ASE 2023.
Research Interests
My research interests span ML system and software engineering including:
- Floating-point Error Detection
- Program Analysis
- Machine Learning Compilers
- LLM Distributed Training Acceleration