Yinxu Pan

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upvoted a paper about 7 hours ago

VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training

Paper • 2602.10693 • Published 20 days ago • 216

upvoted a paper 12 days ago

Nanbeige4.1-3B: A Small General Model that Reasons, Aligns, and Acts

Paper • 2602.13367 • Published 18 days ago • 31

upvoted 3 papers 25 days ago

SWE-Master: Unleashing the Potential of Software Engineering Agents via Post-Training

Paper • 2602.03411 • Published 28 days ago • 37

SWE-World: Building Software Engineering Agents in Docker-Free Environments

Paper • 2602.03419 • Published 28 days ago • 40

ERNIE 5.0 Technical Report

Paper • 2602.04705 • Published 27 days ago • 260

upvoted 4 papers 29 days ago

RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents

Paper • 2602.02486 • Published 29 days ago • 19

SWE-Universe: Scale Real-World Verifiable Environments to Millions

Paper • 2602.02361 • Published 29 days ago • 60

Kimi K2.5: Visual Agentic Intelligence

Paper • 2602.02276 • Published 29 days ago • 253

RLAnything: Forge Environment, Policy, and Reward Model in Completely Dynamic RL System

Paper • 2602.02488 • Published 29 days ago • 32

upvoted a paper 30 days ago

TTCS: Test-Time Curriculum Synthesis for Self-Evolving

Paper • 2601.22628 • Published Jan 30 • 35

upvoted 6 papers about 1 month ago

DeepSearchQA: Bridging the Comprehensiveness Gap for Deep Research Agents

Paper • 2601.20975 • Published Jan 28 • 10

Scaling Embeddings Outperforms Scaling Experts in Language Models

Paper • 2601.21204 • Published Jan 29 • 100

Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation

Paper • 2601.20614 • Published Jan 28 • 119

SERA: Soft-Verified Efficient Repository Agents

Paper • 2601.20789 • Published Jan 28 • 13

SWE-Pruner: Self-Adaptive Context Pruning for Coding Agents

Paper • 2601.16746 • Published Jan 23 • 89

LongCat-Flash-Thinking-2601 Technical Report

Paper • 2601.16725 • Published Jan 23 • 177

upvoted 4 papers about 2 months ago

Ministral 3

Paper • 2601.08584 • Published Jan 13 • 54

DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation

Paper • 2601.09688 • Published Jan 14 • 126

GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization

Paper • 2601.05242 • Published Jan 8 • 228

Recursive Language Models

Paper • 2512.24601 • Published Dec 31, 2025 • 90