Yafu Li

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upvoted a paper 5 days ago

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

Paper • 2604.06628 • Published 8 days ago • 309

upvoted a paper 15 days ago

GEMS: Agent-Native Multimodal Generation with Memory and Skills

Paper • 2603.28088 • Published 17 days ago • 85

upvoted 2 papers 2 months ago

Think Longer to Explore Deeper: Learn to Explore In-Context via Length-Incentivized Reinforcement Learning

Paper • 2602.11748 • Published Feb 12 • 36

P1-VL: Bridging Visual Perception and Scientific Reasoning in Physics Olympiads

Paper • 2602.09443 • Published Feb 10 • 59

upvoted a paper 3 months ago

AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning

Paper • 2601.18631 • Published Jan 26 • 48

upvoted a collection 3 months ago

AgentDoG

Collection

A Diagnostic Guardrail Framework for AI Agent Safety and Security • 10 items • Updated 6 days ago • 107

upvoted a paper 3 months ago

DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models

Paper • 2512.24165 • Published Dec 30, 2025 • 52

upvoted 5 papers 5 months ago

P1: Mastering Physics Olympiads with Reinforcement Learning

Paper • 2511.13612 • Published Nov 17, 2025 • 134

TiViBench: Benchmarking Think-in-Video Reasoning for Video Generative Models

Paper • 2511.13704 • Published Nov 17, 2025 • 44

VideoSSR: Video Self-Supervised Reinforcement Learning

Paper • 2511.06281 • Published Nov 9, 2025 • 25

Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm

Paper • 2511.04570 • Published Nov 6, 2025 • 242

ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning

Paper • 2510.27492 • Published Oct 30, 2025 • 87

upvoted 3 papers 6 months ago

Spotlight on Token Perception for Multimodal Reinforcement Learning

Paper • 2510.09285 • Published Oct 10, 2025 • 37

Diversity-Incentivized Exploration for Versatile Reasoning

Paper • 2509.26209 • Published Sep 30, 2025 • 17

ExGRPO: Learning to Reason from Experience

Paper • 2510.02245 • Published Oct 2, 2025 • 83

upvoted 2 papers 7 months ago

Reasoning over Boundaries: Enhancing Specification Alignment via Test-time Delibration

Paper • 2509.14760 • Published Sep 18, 2025 • 53

A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10, 2025 • 193

upvoted 2 papers 8 months ago

Temporal Self-Rewarding Language Models: Decoupling Chosen-Rejected via Past-Future

Paper • 2508.06026 • Published Aug 8, 2025 • 15

Efficient Agents: Building Effective Agents While Reducing Cost

Paper • 2508.02694 • Published Jul 24, 2025 • 86

upvoted a paper 9 months ago

IntFold: A Controllable Foundation Model for General and Specialized Biomolecular Structure Prediction

Paper • 2507.02025 • Published Jul 2, 2025 • 35