Lei, Ding
orlando23
·
AI & ML interests
Machine Learning, NLP, dialog system
Organizations
-
QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs
Paper • 2510.11696 • Published • 183 -
Does Your Reasoning Model Implicitly Know When to Stop Thinking?
Paper • 2602.08354 • Published • 267 -
Learning When to Act or Refuse: Guarding Agentic Reasoning Models for Safe Multi-Step Tool Use
Paper • 2603.03205 • Published • 13 -
π-StepNFT: Wider Space Needs Finer Steps in Online RL for Flow-based VLAs
Paper • 2603.02083 • Published • 9
-
QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs
Paper • 2510.11696 • Published • 183 -
Does Your Reasoning Model Implicitly Know When to Stop Thinking?
Paper • 2602.08354 • Published • 267 -
Learning When to Act or Refuse: Guarding Agentic Reasoning Models for Safe Multi-Step Tool Use
Paper • 2603.03205 • Published • 13 -
π-StepNFT: Wider Space Needs Finer Steps in Online RL for Flow-based VLAs
Paper • 2603.02083 • Published • 9