Mingzhe Du PRO

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upvoted a collection about 1 month ago

CodeScaler

Collection

5 items • Updated Mar 2 • 6

upvoted a paper about 1 month ago

CodeScaler: Scaling Code LLM Training and Test-Time Inference via Execution-Free Reward Models

Paper • 2602.17684 • Published Feb 4 • 22

upvoted a paper about 2 months ago

Secure Code Generation via Online Reinforcement Learning with Vulnerability Reward Model

Paper • 2602.07422 • Published Feb 7 • 22

upvoted a paper 2 months ago

Thinking with Comics: Enhancing Multimodal Reasoning through Structured Visual Storytelling

Paper • 2602.02453 • Published Feb 2 • 36

upvoted 2 papers 3 months ago

Collaborative Multi-Agent Test-Time Reinforcement Learning for Reasoning

Paper • 2601.09667 • Published Jan 14 • 93

Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs

Paper • 2601.08763 • Published Jan 13 • 150

upvoted a collection 3 months ago

Vietnamese LLMs

Collection

33 items • Updated Mar 2 • 1

upvoted a paper 3 months ago

VNHSGE: VietNamese High School Graduation Examination Dataset for Large Language Models

Paper • 2305.12199 • Published May 20, 2023 • 1

upvoted 2 papers 5 months ago

WMPO: World Model-based Policy Optimization for Vision-Language-Action Models

Paper • 2511.09515 • Published Nov 12, 2025 • 20

Reasoning with Confidence: Efficient Verification of LLM Reasoning Steps via Uncertainty Heads

Paper • 2511.06209 • Published Nov 9, 2025 • 19

upvoted 3 papers 6 months ago

Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs

Paper • 2507.09477 • Published Jul 13, 2025 • 88

ExGRPO: Learning to Reason from Experience

Paper • 2510.02245 • Published Oct 2, 2025 • 82

LongCodeZip: Compress Long Context for Code Language Models

Paper • 2510.00446 • Published Oct 1, 2025 • 108

upvoted 3 papers 7 months ago

Reverse-Engineered Reasoning for Open-Ended Generation

Paper • 2509.06160 • Published Sep 7, 2025 • 151

SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Paper • 2502.12115 • Published Feb 17, 2025 • 46

Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR

Paper • 2508.14029 • Published Aug 19, 2025 • 119

upvoted a paper 8 months ago

Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL

Paper • 2508.13167 • Published Aug 6, 2025 • 129

upvoted an article 8 months ago

view article

Article

Introducing smolagents: simple agents that write actions in code.

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Dec 31, 2024

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1.19k

upvoted 2 papers 8 months ago

SSRL: Self-Search Reinforcement Learning

Paper • 2508.10874 • Published Aug 14, 2025 • 97

Agent Lightning: Train ANY AI Agents with Reinforcement Learning

Paper • 2508.03680 • Published Aug 5, 2025 • 140