Shunyu Liu
- Papers
- 13
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Authored papers
13RubricHub: A Comprehensive and Highly Discriminative Rubric Dataset via Automated Coarse-to-Fine Generation
arXiv 2026
VTC-R1: Vision-Text Compression for Efficient Long-Context Reasoning
arXiv 2026
R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization
arXiv 2025
SeRL: Self-Play Reinforcement Learning for Large Language Models with Limited Data
arXiv 2025
Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning
arXiv 2025
Reasoning with Reinforced Functional Token Tuning
arXiv 2025
Holistic Semantic Representation for Navigational Trajectory Generation
arXiv 2025
Reinforced Model Merging
arXiv 2025
Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning
arXiv 2025
VeriGUI: Verifiable Long-Chain GUI Dataset
arXiv 2025
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search
arXiv 2024
Odyssey: Empowering Minecraft Agents with Open-World Skills
arXiv 2024
A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges
arXiv 2022
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