Lei Wang

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upvoted 3 papers 3 days ago

Ovis-U1 Technical Report

Paper • 2506.23044 • Published 5 days ago • 57

SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning

Paper • 2506.24119 • Published 3 days ago • 36

Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective

Paper • 2506.17930 • Published 12 days ago • 17

upvoted 2 papers 10 days ago

LettinGo: Explore User Profile Generation for Recommendation System

Paper • 2506.18309 • Published 11 days ago • 10

LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning

Paper • 2506.18841 • Published 10 days ago • 54

upvoted 4 papers 17 days ago

TaskCraft: Automated Generation of Agentic Tasks

Paper • 2506.10055 • Published 22 days ago • 31

MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention

Paper • 2506.13585 • Published 18 days ago • 249

Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning

Paper • 2506.10521 • Published 22 days ago • 65

DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents

Paper • 2506.11763 • Published 21 days ago • 61

upvoted a paper 18 days ago

ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning

Paper • 2506.09513 • Published 23 days ago • 95

upvoted a paper 19 days ago

SWE-Factory: Your Automated Factory for Issue Resolution Training Data and Evaluation Benchmarks

Paper • 2506.10954 • Published 21 days ago • 51

upvoted 9 papers 23 days ago

Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Paper • 2504.13837 • Published Apr 18 • 129

Robot-R1: Reinforcement Learning for Enhanced Embodied Reasoning in Robotics

Paper • 2506.00070 • Published May 29 • 28

SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning

Paper • 2506.01713 • Published Jun 2 • 46

OThink-R1: Intrinsic Fast/Slow Thinking Mode Switching for Over-Reasoning Mitigation

Paper • 2506.02397 • Published about 1 month ago • 36

OpenThoughts: Data Recipes for Reasoning Models

Paper • 2506.04178 • Published 29 days ago • 42

Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning

Paper • 2506.04207 • Published 29 days ago • 46

SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis

Paper • 2506.02096 • Published Jun 2 • 51

AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30 • 95

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

Paper • 2506.01939 • Published Jun 2 • 165