Lei Wang

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upvoted 3 papers 3 days ago

Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions

Paper • 2503.23278 • Published Mar 30 • 1

MCP Safety Audit: LLMs with the Model Context Protocol Allow Major Security Exploits

Paper • 2504.03767 • Published Apr 2 • 4

Scalable Chain of Thoughts via Elastic Reasoning

Paper • 2505.05315 • Published 4 days ago • 20

upvoted a paper 14 days ago

Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning

Paper • 2504.16656 • Published 19 days ago • 55

upvoted 7 papers about 1 month ago

Rethinking RL Scaling for Vision Language Models: A Transparent, From-Scratch Framework and Comprehensive Evaluation Scheme

Paper • 2504.02587 • Published Apr 3 • 30

PaperBench: Evaluating AI's Ability to Replicate AI Research

Paper • 2504.01848 • Published Apr 2 • 36

Z1: Efficient Test-time Scaling with Code

Paper • 2504.00810 • Published Apr 1 • 26

JudgeLRM: Large Reasoning Models as a Judge

Paper • 2504.00050 • Published Mar 31 • 60

Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R1

Paper • 2503.24376 • Published Mar 31 • 38

Expanding RL with Verifiable Rewards Across Diverse Domains

Paper • 2503.23829 • Published Mar 31 • 19

What, How, Where, and How Well? A Survey on Test-Time Scaling in Large Language Models

Paper • 2503.24235 • Published Mar 31 • 54

upvoted 8 papers about 2 months ago

CLS-RL: Image Classification with Rule-Based Reinforcement Learning

Paper • 2503.16188 • Published Mar 20 • 9

Fin-R1: A Large Language Model for Financial Reasoning through Reinforcement Learning

Paper • 2503.16252 • Published Mar 20 • 27

DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Paper • 2503.14476 • Published Mar 18 • 126

R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization

Paper • 2503.12937 • Published Mar 17 • 29

VisualPRM: An Effective Process Reward Model for Multimodal Reasoning

Paper • 2503.10291 • Published Mar 13 • 36

Self-Taught Self-Correction for Small Language Models

Paper • 2503.08681 • Published Mar 11 • 15

Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12 • 30

Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond

Paper • 2503.10460 • Published Mar 13 • 28

upvoted a paper 2 months ago

Optimizing Test-Time Compute via Meta Reinforcement Fine-Tuning

Paper • 2503.07572 • Published Mar 10 • 44