Yu-Hao Li

• Undergraduate student in School of Physics, Sun Yat-sen University

• The member of PMI Lab, led by Prof. Haiping Huang

• The president of Society of Physics Students in Sun Yat-sen University (SPS-SYSU) in 2022-2023

• Email: liyh536@mail2.sysu.edu.cn or Yu-Hao.Li@outlook.com

• GitHub: https://github.com/lyh-space

Interest

• Statistical Physics of Disordered Systems

  • Theory of Spin Glass and Its Applications

  • Replica Method, Cavity Method, AMP Algorithm for Equilibrium

  • DMFT, also called Generating Functional Method for Stochastic Dynamics

• Machine Learning

  • Theory of Neural Networks and Large Language Models

  • Applications of LLMs, AI Agent and Personal Assistant (try in the future)

  • Deployment and Training of Complex Neural Networks and LLMs (try in the future)

• Theoretical and Computational Neuroscience

Publication

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

Skill

• Languages: Mandarin Chinese, English

• Programming: Python, Mathematica, Matlab, C & C++

• Web Development: HTML, CSS, JavaScript

• Graphic design: LaTeX, Adobe Illustrator, CAD

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