About Me

I am a senior undergraduate at the School of Physics, Sun Yat-sen University. My research interest is in the intersection of machine learning, neuroscience and statistical physics.

Welcome to visit my homepage and feel free to contact me at any time.

Interest

• Statistical Physics of Disordered Systems
  • Statistical Mechanics of Neural Networks, Theory of Spin Glass and Its Applications, Nonlinear Dynamics
  • Replica Method, Cavity Method, Random Matrix Theory, Dynamical Mean Field Theory
• Machine Learning and Large Language Models
  • Generalization and Optimization of Neural Networks
  • Theoretical Mechanism and Applications of LLMs
• Theoretical and Computational Neuroscience

Publication

• Yuhao Li, Ruoran Bai, and Haiping Huang. “Spin glass model of in-context learning”. arXiv: 2408.02288, 2024.