Published multiple papers such as 'Causality Pursuit from Heterogeneous Environments via Neural Adversarial Invariance Learning' and 'The Implicit Bias of Heterogeneity towards Invariance and Causality'. Presented at top conferences like NeurIPS and COLT.
Research Experience
Currently an Assistant Professor at Peking University. Previously a postdoctoral researcher at the University of Pennsylvania and Princeton University.
Education
Ph.D. from Peking University, advised by Prof. Zhouchen Lin. Postdoctoral researcher at the University of Pennsylvania, hosted by Prof. Weijie Su and Qi Long in 2021; postdoctoral researcher at Princeton University, hosted by Prof. Jason D. Lee in 2020.
Background
Assistant Professor at Peking University, with research interests in machine learning algorithms and theory, optimization and sampling, deep learning theory, AI foundation, and applications.
Miscellany
Recruiting self-motivated Ph.D. students and interns with strong mathematical abilities or coding skills. Interested candidates can send their detailed CV to fangcong@pku.edu.cn.