Released a dataset named NICO for non-i.i.d. image classification. Published multiple papers including 'Covariate-Shift Generalization via Random Sample Weighting' (AAAI, 2023), 'CausPref: Causal Preference Learning for Out-of-Distribution Recommendation' (The WebConf, 2022), etc.
Research Experience
Works at the Lab of Media and Network.
Education
PhD Candidate (Fourth Year), Department of Computer Science and Technology, Tsinghua University, supervised by Prof. Peng Cui; Bachelor's degree from Beihang University in 2018, with three consecutive years of National Scholarship.
Background
Research interests include Data Mining and Machine Learning, with a particular focus on Causal Discovery, Stable Learning, Out-of-Distribution Generalization, and Network Computing.