Yu Cheng

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upvoted 2 papers 29 days ago

ExGRPO: Learning to Reason from Experience

Paper • 2510.02245 • Published Oct 2 • 77

FrameThinker: Learning to Think with Long Videos via Multi-Turn Frame Spotlighting

Paper • 2509.24304 • Published Sep 29 • 4

upvoted a paper about 1 month ago

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

Paper • 2509.14760 • Published Sep 18 • 52

upvoted a paper about 2 months ago

Interleaving Reasoning for Better Text-to-Image Generation

Paper • 2509.06945 • Published Sep 8 • 14

upvoted 3 papers 4 months ago

Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers

Paper • 2506.23918 • Published Jun 30 • 88

Skywork-Reward-V2: Scaling Preference Data Curation via Human-AI Synergy

Paper • 2507.01352 • Published Jul 2 • 54

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

Paper • 2507.02025 • Published Jul 2 • 35

upvoted 5 papers 5 months ago

VideoREPA: Learning Physics for Video Generation through Relational Alignment with Foundation Models

Paper • 2505.23656 • Published May 29 • 25

Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning

Paper • 2506.04207 • Published Jun 4 • 48

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Paper • 2505.22617 • Published May 28 • 130

FullFront: Benchmarking MLLMs Across the Full Front-End Engineering Workflow

Paper • 2505.17399 • Published May 23 • 14

Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models

Paper • 2505.14810 • Published May 20 • 62

upvoted a collection 6 months ago

OpenThinkIMG

Collection

OpenThinkIMG is an end-to-end open-source framework that empowers LVLMs to think with images. • 6 items • Updated Jul 4 • 3

upvoted 2 papers 6 months ago

OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning

Paper • 2505.08617 • Published May 13 • 41

Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning

Paper • 2504.16656 • Published Apr 23 • 57

upvoted a collection 6 months ago

LUFFY-RL

Collection

9 items • Updated May 30 • 8

upvoted a paper 6 months ago

Learning to Reason under Off-Policy Guidance

Paper • 2504.14945 • Published Apr 21 • 88

upvoted 2 papers 7 months ago

Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark

Paper • 2501.05444 • Published Jan 9 • 3

Skywork R1V: Pioneering Multimodal Reasoning with Chain-of-Thought

Paper • 2504.05599 • Published Apr 8 • 85

upvoted a paper 9 months ago

MoM: Linear Sequence Modeling with Mixture-of-Memories

Paper • 2502.13685 • Published Feb 19 • 36