Xingchen Liu

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upvoted a paper 5 days ago

Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models

Paper • 2602.12036 • Published 6 days ago • 91

upvoted a paper 10 days ago

ScaleEnv: Scaling Environment Synthesis from Scratch for Generalist Interactive Tool-Use Agent Training

Paper • 2602.06820 • Published 12 days ago • 13

upvoted 3 papers 14 days ago

MemOCR: Layout-Aware Visual Memory for Efficient Long-Horizon Reasoning

Paper • 2601.21468 • Published 20 days ago • 21

Look Back to Reason Forward: Revisitable Memory for Long-Context LLM Agents

Paper • 2509.23040 • Published Sep 27, 2025 • 12

V_0: A Generalist Value Model for Any Policy at State Zero

Paper • 2602.03584 • Published 15 days ago • 21

upvoted 2 papers 5 months ago

ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability

Paper • 2508.07050 • Published Aug 9, 2025 • 117

Thinking-Free Policy Initialization Makes Distilled Reasoning Models More Effective and Efficient Reasoners

Paper • 2509.26226 • Published Sep 30, 2025 • 34