Yuzhe Gu

MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization

OPV: Outcome-based Process Verifier for Efficient Long Chain-of-Thought Verification

LONG-HORIZON REASONING AGENT FOR OLYMPIAD- LEVEL MATHEMATICAL PROBLEM SOLVING

The Imitation Game: Turing Machine Imitator is Length Generalizable Reasoner

UnifiedVerifier: Unifying Paradigms in Automated LLM Evaluation

Semi-off-Policy Reinforcement Learning for Vision-Language Slow-Thinking Reasoning

Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning

Mask-DPO: Generalizable Fine-grained Factuality Alignment of LLMs