Changlong Yu

Improving Sampling Efficiency in RLVR through Adaptive Rollout and Response Reuse

Think-RM: Enabling Long-Horizon Reasoning in Generative Reward Models

Ask a Strong LLM Judge when Your Reward Model is Uncertain

Discriminative Finetuning of Generative Large Language Models without Reward Models and Human Preference Data