MLL Lab

university

https://mll-lab-nu.github.io

AI & ML interests

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Recent Activity

JamesK2W updated a dataset about 8 hours ago

MLL-Lab/embodied-exam-media

JamesK2W updated a dataset about 16 hours ago

MLL-Lab/embodied-exam-runs

JamesK2W updated a dataset 4 days ago

MLL-Lab/efe-failure-analysis

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Papers

WOVEN: Weaving Visual World Modeling into Multimodal LLMs

RAGEN-2: Reasoning Collapse in Agentic RL

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MLL-Lab 's papers 7

Submitted by

Zheyu Fan

WOVEN: Weaving Visual World Modeling into Multimodal LLMs

MLL-Lab

Submitted by

Zihan Wang

RAGEN-2: Reasoning Collapse in Agentic RL

MLL-Lab

Submitted by

Jieyu Zhang

Theory of Space: Can Foundation Models Construct Spatial Beliefs through Active Exploration?

MLL-Lab

VAGEN: Reinforcing World Model Reasoning for Multi-Turn VLM Agents

MLL-Lab

Submitted by

Qineng Wang

Spatial Mental Modeling from Limited Views

MLL-Lab

Submitted by

Canyu Chen

RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning

MLL-Lab

Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas

MLL-Lab