Flow Matching Reinforcement Learning via SDE Inference

September 2026 · 0 min · Maojiang Su, Tsung-En Lin, Jerry Yao-Chieh Hu, Guo Ye, Haoran Lu, Shang Wu, Zhaoran Wang, Han Liu

Likelihood-Free Generative Policy Optimization

September 2026 · 0 min · Maojiang Su, Qijie Zhu, Shuyang Yu, Yu Xiao, Minshuo Chen, Zhaoran Wang, Han Liu

Learning Manifold Data with Flow Matching

Accepted at the International Conference on Machine Learning (ICML), 2026.

July 2026 · 0 min · Sophia Pi, Mingcheng Lu, Maojiang Su, Weimin Wu, Jerry Yao-Chieh Hu, Han Liu
High-Order Flow Matching: Unified Framework and Sharp Statistical Rates

High-Order Flow Matching: Unified Framework and Sharp Statistical Rates

September 2025 · 0 min · Maojiang Su, Jerry Yao-Chieh Hu, Yi-Chen Lee, Ning Zhu, Jui-Hui Chung, Shang Wu, Zhao Song, Minshuo Chen, Han Liu