Peng Dengyun

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upvoted a paper 5 days ago

The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning

Paper • 2601.06002 • Published 7 days ago • 47

updated 3 models 2 months ago

LARG/DRSAF-Qwen3-8B-distill

8B • Updated Nov 17, 2025 • 3

LARG/DRSAF-Qwen2.5-7B-distill

8B • Updated Nov 17, 2025 • 1

LARG/DRSAF-Qwen2.5-7B-distill-extreme

8B • Updated Nov 17, 2025 • 1

upvoted 2 papers 3 months ago

DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning

Paper • 2510.15110 • Published Oct 16, 2025 • 15

AutoPR: Let's Automate Your Academic Promotion!

Paper • 2510.09558 • Published Oct 10, 2025 • 51

upvoted a paper 6 months ago

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Paper • 2506.01939 • Published Jun 2, 2025 • 187