About

Interest

  • Statistical Mechanics of Neural Networks and Disordered Systems

    • Theory of Spin Glass and Its Applications, Replica Method, Cavity Method, …

    • Random Matrix Theory, Dynamical Mean Field Theory, Nonlinear Dynamics, …

  • Machine Learning and Large Language Models

    • Generalization and Optimization of Neural Networks

    • Theoretical Mechanism and Applications of LLMs

  • Theoretical and Computational Neuroscience

Publications

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