Jinkun Chen

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upvoted a paper about 1 month ago

When Does Muon Help Agentic Reinforcement Learning?

Paper • 2607.16169 • Published Jul 17 • 15

upvoted 2 papers 3 months ago

Hybrid Policy Distillation for LLMs

Paper • 2604.20244 • Published Apr 22 • 13

Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation

Paper • 2605.11739 • Published May 13 • 61

upvoted 5 papers 4 months ago

Beyond SFT-to-RL: Pre-alignment via Black-Box On-Policy Distillation for Multimodal RL

Paper • 2604.28123 • Published May 1 • 49

Self-Distilled RLVR

Paper • 2604.03128 • Published Apr 3 • 181

Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability

Paper • 2604.06628 • Published Apr 8 • 330

FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization

Paper • 2603.19835 • Published Mar 20 • 354

Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Paper • 2604.13016 • Published Apr 14 • 115