Publications

The full, up-to-date list is on Google Scholar.

• REG: In-Sample RL via Regularizing the Evaluation Gap Hanpu Shen, Weining Shen, Roy Fox ICML 2026
• Differentially Private Non-Convex Learning: From Generalized Linear Models to Multi-Layer Neural Networks Hanpu Shen*, Cheng-Long Wang*, Zihang Xiang, Yiming Ying, Di Wang AAMAS 2026 · * equal contribution