Lei Wang

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upvoted a paper about 7 hours ago

AI for Auto-Research: Roadmap & User Guide

Paper • 2605.18661 • Published 2 days ago • 50

upvoted a paper about 15 hours ago

WildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluation

Paper • 2605.10912 • Published 9 days ago • 45

upvoted 2 papers 5 days ago

Learning to Build the Environment: Self-Evolving Reasoning RL via Verifiable Environment Synthesis

Paper • 2605.14392 • Published 6 days ago • 7

Self-Distilled Agentic Reinforcement Learning

Paper • 2605.15155 • Published 6 days ago • 100

upvoted a paper 7 days ago

RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards

Paper • 2605.10899 • Published 9 days ago • 74

upvoted a paper 8 days ago

Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning

Paper • 2605.10923 • Published 9 days ago • 13

upvoted a paper 13 days ago

ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration

Paper • 2605.03042 • Published 16 days ago • 119

upvoted 3 papers 26 days ago

Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability

Paper • 2604.06628 • Published Apr 8 • 324

GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning

Paper • 2604.02721 • Published Apr 3 • 628

DataFlex: A Unified Framework for Data-Centric Dynamic Training of Large Language Models

Paper • 2603.26164 • Published Mar 27 • 364

upvoted 4 papers 27 days ago

DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data

Paper • 2604.19859 • Published 29 days ago • 51

SWE-chat: Coding Agent Interactions From Real Users in the Wild

Paper • 2604.20779 • Published 28 days ago • 15

LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model

Paper • 2604.20796 • Published 28 days ago • 240

Mind DeepResearch Technical Report

Paper • 2604.14518 • Published Apr 17 • 23

upvoted 3 papers 29 days ago

Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence

Paper • 2604.18292 • Published 30 days ago • 84

WebCompass: Towards Multimodal Web Coding Evaluation for Code Language Models

Paper • 2604.18224 • Published 30 days ago • 22

ClawEnvKit: Automatic Environment Generation for Claw-Like Agents

Paper • 2604.18543 • Published 30 days ago • 30

upvoted 3 papers about 1 month ago

Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Paper • 2604.13016 • Published Apr 14 • 103

SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

Paper • 2604.08377 • Published Apr 9 • 290

MARS: Enabling Autoregressive Models Multi-Token Generation

Paper • 2604.07023 • Published Apr 8 • 38