Shunyu Liu

6 papers Nanyang Technological University

• Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning
• Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search
• SPAZER: Spatial-Semantic Progressive Reasoning Agent for Zero-shot 3D Visual Grounding
• SeRL: Self-play Reinforcement Learning for Large Language Models with Limited Data
• Tree of Preferences for Diversified Recommendation
• VORTA: Efficient Video Diffusion via Routing Sparse Attention