Fan Chen

The Coverage Principle: How Pre-Training Enables Post-Training

DiffEM: Learning from Corrupted Data with Diffusion Models via Expectation Maximization

Outcome-Based Online Reinforcement Learning: Algorithms and Fundamental Limits

Trajectory Bellman Residual Minimization: A Simple Value-Based Method for LLM Reasoning