Yihong Wu

From Evidence to Trajectory: Abductive Reasoning Path Synthesis for Training Retrieval-Augmented Generation Agents

CASPO: Confidence-aware Step-wise Preference Optimization for Reliable Reasoning in Large Language Models

It Takes Two: Your GRPO Is Secretly DPO

Search-on-Graph: Iterative Informed Navigation for Large Language Model Reasoning on Knowledge Graphs