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 interest about my research experience, feel free to contact me![mail]

Research Interests

Computational Statistics: Sampling Algorithm, MCMC methods.
Machine Learning: Scalable, reliable and efficient probabilistic models, Generative models, Data-driven models like RNA-Seq analysis etc.
Optimization: Combinatorial optimization, Bayesian Optimization.

Furthermore, I am personally interested in all kinds of directions and hope to try more directions in the future to solve really meaningful problems or understand the data in daily life better.

Paper

[1] Gradient-Explored Discrete Langevin Sampler [Under Review]
Guangyu Li and Ruqi Zhang

Course Project

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

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

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

News

[Nov. 2024] The website is bulit.