Yinxu Pan

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upvoted 2 papers about 3 hours ago

SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

Paper • 2604.08377 • Published 3 days ago • 207

ClawBench: Can AI Agents Complete Everyday Online Tasks?

Paper • 2604.08523 • Published 3 days ago • 98

upvoted 2 papers 10 days ago

FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization

Paper • 2603.19835 • Published 22 days ago • 330

LongCat-Next: Lexicalizing Modalities as Discrete Tokens

Paper • 2603.27538 • Published 13 days ago • 137

upvoted a paper 15 days ago

SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks

Paper • 2603.24755 • Published 17 days ago • 28

upvoted a paper 19 days ago

LongCat-Flash-Prover: Advancing Native Formal Reasoning via Agentic Tool-Integrated Reinforcement Learning

Paper • 2603.21065 • Published 21 days ago • 77

upvoted a paper 23 days ago

MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild

Paper • 2603.17187 • Published 25 days ago • 136

upvoted 5 papers 24 days ago

Online Experiential Learning for Language Models

Paper • 2603.16856 • Published 25 days ago • 57

TRUST-SQL: Tool-Integrated Multi-Turn Reinforcement Learning for Text-to-SQL over Unknown Schemas

Paper • 2603.16448 • Published 25 days ago • 58

InCoder-32B: Code Foundation Model for Industrial Scenarios

Paper • 2603.16790 • Published 25 days ago • 307

MiroThinker-1.7 & H1: Towards Heavy-Duty Research Agents via Verification

Paper • 2603.15726 • Published 26 days ago • 184

SWE-Skills-Bench: Do Agent Skills Actually Help in Real-World Software Engineering?

Paper • 2603.15401 • Published 26 days ago • 18

upvoted a paper 27 days ago

daVinci-Env: Open SWE Environment Synthesis at Scale

Paper • 2603.13023 • Published 29 days ago • 30

upvoted 7 papers about 1 month ago

In-Context Reinforcement Learning for Tool Use in Large Language Models

Paper • 2603.08068 • Published Mar 9 • 43

Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams

Paper • 2603.07392 • Published Mar 8 • 18

OpenClaw-RL: Train Any Agent Simply by Talking

Paper • 2603.10165 • Published Mar 10 • 150

BandPO: Bridging Trust Regions and Ratio Clipping via Probability-Aware Bounds for LLM Reinforcement Learning

Paper • 2603.04918 • Published Mar 5 • 56

Qwen3-Coder-Next Technical Report

Paper • 2603.00729 • Published Feb 28 • 64

BeyondSWE: Can Current Code Agent Survive Beyond Single-Repo Bug Fixing?

Paper • 2603.03194 • Published Mar 3 • 57

SWE-rebench V2: Language-Agnostic SWE Task Collection at Scale

Paper • 2602.23866 • Published Feb 27 • 88