Resume
Academic Achievements
- 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.