Haolei Bai

👋 Hi, there. I am Haolei Bai (Chinese name: 白浩磊), currently a visiting student at ENCODE Lab, Westlake University, advised by Prof. Huan Wang. Prior to that, I got my M.S. in Signal Processing at Nanyang Technological University, fortune to be advised by Prof. Alex Kot.

I’m interested in Efficient AI (LLMs/VLMs) and Diffusion Language Models (dLLMs).

News

Feb 28, 2025	I graduated from Nanyang Technological University! 🎉
Jan 06, 2025	I joined ENCODE Lab at Westlake University as a visiting student! 🔥

Selected Publications

arXiv

ResSVD: Residual Compensated SVD for Large Language Model Compression

Haolei Bai, Siyong Jian, Tuo Liang, and 2 more authors

arXiv preprint arXiv:2505.20112, 2025

arXiv Bib

@article{bai2025ressvd,
  title = {ResSVD: Residual Compensated SVD for Large Language Model Compression},
  author = {Bai, Haolei and Jian, Siyong and Liang, Tuo and Yin, Yu and Wang, Huan},
  journal = {arXiv preprint arXiv:2505.20112},
  year = {2025},
}