Hehai Lin

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authored a paper 8 days ago

Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks

Paper • 2410.04055 • Published Oct 5, 2024

authored 4 papers 9 days ago

FURINA: A Fully Customizable Role-Playing Benchmark via Scalable Multi-Agent Collaboration Pipeline

Paper • 2510.06800 • Published Oct 8, 2025 • 1

AMA: Adaptive Memory via Multi-Agent Collaboration

Paper • 2601.20352 • Published Jan 28

Unified-MAS: Universally Generating Domain-Specific Nodes for Empowering Automatic Multi-Agent Systems

Paper • 2603.21475 • Published Mar 23 • 1

Beyond SFT-to-RL: Pre-alignment via Black-Box On-Policy Distillation for Multimodal RL

Paper • 2604.28123 • Published May 1 • 49

upvoted a paper 9 days ago

The Illusion of Multi-Agent Advantage

Paper • 2606.13003 • Published Jun 13 • 1

authored 2 papers 9 days ago

Skill-MAS: Evolving Meta-Skill for Automatic Multi-Agent Systems

Paper • 2606.18837 • Published Jun 17 • 58

The Illusion of Multi-Agent Advantage

Paper • 2606.13003 • Published Jun 13 • 1

upvoted 2 papers about 1 month ago

Skill-MAS: Evolving Meta-Skill for Automatic Multi-Agent Systems

Paper • 2606.18837 • Published Jun 17 • 58

Demystifying Hidden-State Recurrence: Switchable Latent Reasoning with On-Policy Reinforcement Learning

Paper • 2606.13106 • Published Jun 11 • 22

upvoted a paper 4 months ago

Unified-MAS: Universally Generating Domain-Specific Nodes for Empowering Automatic Multi-Agent Systems

Paper • 2603.21475 • Published Mar 23 • 1

upvoted a paper 5 months ago

Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models

Paper • 2602.07026 • Published Feb 2 • 140

upvoted a paper 8 months ago

LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling

Paper • 2511.20785 • Published Nov 25, 2025 • 188

updated 2 models almost 2 years ago

JiayiHe/SCL_LLaVA-1.5-13b

13B • Updated Sep 13, 2024 • 6

JiayiHe/SCL_LLaVA-1.5-7b

7B • Updated Sep 13, 2024