Minrui Xu

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upvoted 2 papers about 1 month ago

Demystifying Hidden-State Recurrence: Switchable Latent Reasoning with On-Policy Reinforcement Learning

Paper • 2606.13106 • Published Jun 11 • 22

Attention Amnesia in Hybrid LLMs: When CoT Fine-Tuning Breaks Long-Range Recall, and How to Fix It

Paper • 2606.11052 • Published Jun 9 • 17

upvoted 3 papers about 2 months ago

OScaR: The Occam's Razor for Extreme KV Cache Quantization in LLMs and Beyond

Paper • 2605.19660 • Published May 19 • 40

ThoughtTrace: Understanding User Thoughts in Real-World LLM Interactions

Paper • 2605.20087 • Published May 19 • 18

EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL

Paper • 2605.18703 • Published May 18 • 50

upvoted 4 papers 5 months ago

Secure Code Generation via Online Reinforcement Learning with Vulnerability Reward Model

Paper • 2602.07422 • Published Feb 7 • 22

Probability-Entropy Calibration: An Elastic Indicator for Adaptive Fine-tuning

Paper • 2602.01745 • Published Feb 2 • 8

Improving Data and Reward Design for Scientific Reasoning in Large Language Models

Paper • 2602.08321 • Published Feb 9 • 44

MSign: An Optimizer Preventing Training Instability in Large Language Models via Stable Rank Restoration

Paper • 2602.01734 • Published Feb 2 • 34