He holds a Ph.D. in Computer Science from the Institute of Cross-Disciplinary Information Sciences at Tsinghua University. His research focuses on the intersection of deep learning and quantitative finance, with a particular focus on cutting-edge applications of large language model agents. He has served as president of the Tsinghua University Quantitative Investment Association, has led scientific research cooperation projects for many securities firms and fund companies, and has published many papers on the intersection of AI and finance at top international conferences on artificial intelligence.
Education
PhD
Institute of Interdisciplinary Information Sciences, Tsinghua University
2019 - 2025
Bachelor of Physics
School of Physics, Beihang University
2015 - 2019
Publications
FactorGCL: A Hypergraph-Based Factor Model with Temporal Residual Contrastive Learning for Stock Returns Prediction
Proceedings of the AAAI Conference on Artificial Intelligence20250 citations
FactorVAE: A probabilistic dynamic factor model based on variational autoencoder for predicting cross-sectional stock returns
Proceedings of the AAAI conference on artificial intelligence202278 citations
Towards generalizable reinforcement learning for trade execution