Guangyu Li | University of Science and Technology

Welcome!

My name is Guangyu Li, a senior student at University of Science and Technology of China (USTC). Now, I am actively applying for a PhD position. If you are interested in my research experience, feel free to contact me! [mail]

Research Interests

Computational Statistics: Numerical Optimization, Monte Carlo Methods.
Probabilistic ML & Generative AI: Scalable & Efficient Probabilistic Models, Uncertainty Estimation, Bayesian Methods, Alignment & Safety of Foundation Models.
AI for Healthcare: Computational Pathology, AI Assistant in Medical Diagnosis.

Furthermore, I am interested in various directions and hope to explore additional research fields in the future, combining theoretical statistical foundations with AI implementations.

Publication

[1] Accelerating Discrete Langevin Samplers via Continuous Intermediates [Under Review]
Guangyu Li and Ruqi Zhang

Course Project

[1] Deep Learning For Book Recommandation [pdf]
Tianyi Wang, Guangyu Li and Ming Yan
Coursework for Introduction of Deep Learning.

[2] Clustering based on Multiple Models [pdf]
Guangyu Li, Tianyi Wang and Wenyi Jin
Coursework for Foundation of Statistical Algorithm.

[3] Exchange Ratio Analysis and Prediction based on Multiple Methods [pdf]
Guangyu Li, Nuo Ding and He Chu
Coursework for Time-Series Analysis.

News

[Nov. 2024] The website is bulit.