Yesheng Liang

I am Yesheng Liang (梁业升), a master’s student at CSE, UC San Diego. I received my Bachelor’s degree in Computer Science and Technology from Tsinghua University. I like building applications and the lower-level systems that support them. Currently, I’m working on efficient machine learning algorithms and systems with Prof. Zhijian Liu.

If you’d like to know more about me beyond academics, feel free to check out my blog (in Chinese) or the photo gallery.

Experience

Research Intern @ Z Lab, UC San Diego

[2025.2 - now]

LLM quantization

Research Intern @ Xtra Computing Group, National University of Singapore

[2023.8 - 2024.1]

Language models, prompting, and federated learning

Research Intern @ Storage Research Group, Tsinghua University

[2022.1 - 2023.3]

User-space scheduling in HTAP systems

Publications

ParoQuant: Pairwise Rotation Quantization for Efficient Reasoning LLM Inference
Yesheng Liang, Haisheng Chen, Song Han, Zhijian Liu

Preprint

[Paper] [Code]