Huayi Tang

Ph.D. Student

Gaoling School of Artificial Intelligence
Renmin University of China
Email: tangh4681[at]gmail[dot]com or huayitang[at]ruc[dot]edu[dot]cn

About me

I am currently a second-year Ph.D. student at the Gaoling School of Artificial Intelligence, Renmin University of China, advised by Prof. Yong Liu. Before that, I received my B.E. degree from the School of Mathematical Sciences, University of Electronic Science and Technology of China. My research interest lies in the areas of machine learning and statistical learning theory. Recently, I am interested in the application of information theory, control theory and category theory in machine learning.

Selected Publications

• Towards Understanding Generalization of Graph Neural Networks
  Huayi Tang and Yong Liu
  ICML 2023

Preprints

• Information-Theoretic Generalization Bounds for Transductive Learning and its Applications
  Huayi Tang and Yong Liu
  

Academic Services

• Reviewer: ICML, NeurIPS, ICLR