Chris Concannon

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upvoted 5 papers 2 days ago

When Numbers Speak: Aligning Textual Numerals and Visual Instances in Text-to-Video Diffusion Models

Paper • 2604.08546 • Published 5 days ago • 109

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

Paper • 2604.06628 • Published 6 days ago • 304

SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

Paper • 2604.08377 • Published 5 days ago • 265

MegaStyle: Constructing Diverse and Scalable Style Dataset via Consistent Text-to-Image Style Mapping

Paper • 2604.08364 • Published 5 days ago • 92

ClawBench: Can AI Agents Complete Everyday Online Tasks?

Paper • 2604.08523 • Published 5 days ago • 245

upvoted 5 papers 3 days ago

Self-Distilled RLVR

Paper • 2604.03128 • Published 11 days ago • 157

MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale

Paper • 2604.04771 • Published 8 days ago • 115

OpenWorldLib: A Unified Codebase and Definition of Advanced World Models

Paper • 2604.04707 • Published 8 days ago • 200

Claw-Eval: Toward Trustworthy Evaluation of Autonomous Agents

Paper • 2604.06132 • Published 7 days ago • 111

Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding

Paper • 2604.05015 • Published 8 days ago • 229

upvoted a paper 4 days ago

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

Paper • 2603.19835 • Published 24 days ago • 331

upvoted 2 papers 9 days ago

The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook

Paper • 2604.02029 • Published 12 days ago • 137

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

Paper • 2603.26164 • Published 17 days ago • 348

upvoted 7 papers 15 days ago

HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning

Paper • 2603.17024 • Published 27 days ago • 109

From Static Templates to Dynamic Runtime Graphs: A Survey of Workflow Optimization for LLM Agents

Paper • 2603.22386 • Published 21 days ago • 55

Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion Scale

Paper • 2603.25040 • Published 18 days ago • 129

PixelSmile: Toward Fine-Grained Facial Expression Editing

Paper • 2603.25728 • Published 18 days ago • 117

MinerU-Diffusion: Rethinking Document OCR as Inverse Rendering via Diffusion Decoding

Paper • 2603.22458 • Published 21 days ago • 134

OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis

Paper • 2603.20278 • Published 27 days ago • 94

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

Paper • 2603.21065 • Published 22 days ago • 77