About

• I’m honored to be working with Prof. Shengchao Liu at CUHK CSE since June 2025. I will continue my research there as a research assistant starting from 2026 Spring.
• I’m pleased to be a visiting student at Hefei Institutes of Physical Science, Chinese Academy of Sciences, hosted by Prof. Jianhui Zhou, from July 2025 to Oct. 2025.
• I obtained my Bachelor’s Degree of Science from the School of Physics at Sun Yat-sen University in June 2025, with the Excellent Undergraduate Thesis of Sun Yat-sen University here.
• I became a member of PMI Lab and was fortunately advised by Prof. Haiping Huang from Oct. 2022 to June 2025.
• Contact me via Yu-Hao.Li@outlook.com. Know more about me on GitHub and Google Scholar.

Interest

Artificial Intelligence and Large Language Models

• Theoretical Mechanism of Deep Learning and Generative Models
• Applications of LLM in Science and Engineering

Statistical Mechanics of Neural Networks and Disordered Systems

• Mean Field Theory of Spin Glass Models, Replica Method, Cavity Method, …
• Random Matrix Theory, Dynamical Mean Field Theory, Nonlinear Dynamics, …
• Applications in Machine Learning, especially understanding generalization and optimization of neural networks

Publications

• Yuhao Li, Ruoran Bai, and Haiping Huang. “Spin glass model of in-context learning”. Phys. Rev. E 112, L013301, 2025.