Furong Huang's Lab at UMD

non-profit

http://furong-huang.com/

furongh

umd-huang-lab

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Recent Activity

furongh-lab authored a paper 8 days ago

SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement

russwang authored a paper 8 days ago

SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement

furongh-lab authored a paper about 2 months ago

Why Are Web AI Agents More Vulnerable Than Standalone LLMs? A Security Analysis

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furonghuang-lab's activity

furongh-lab

authored a paper 8 days ago

SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement

Paper • 2504.07934 • Published 8 days ago • 14

russwang

authored a paper 8 days ago

SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement

Paper • 2504.07934 • Published 8 days ago • 14

furongh-lab

authored a paper about 2 months ago

Why Are Web AI Agents More Vulnerable Than Standalone LLMs? A Security Analysis

Paper • 2502.20383 • Published Feb 27 • 2

rzheng12

authored a paper about 2 months ago

Magma: A Foundation Model for Multimodal AI Agents

Paper • 2502.13130 • Published Feb 18 • 58

YuanchengXu

authored a paper 3 months ago

Go-with-the-Flow: Motion-Controllable Video Diffusion Models Using Real-Time Warped Noise

Paper • 2501.08331 • Published Jan 14 • 20

rzheng12

updated a model 3 months ago

furonghuang-lab/tracevla_7b

Text Generation • Updated Jan 7 • 8

rzheng12

updated a collection 3 months ago

TraceVLA

Collection

TraceVLA: Visual Trace Prompting Enhances Spatial-Temporal Awareness for Generalist Robotic Policies • 4 items • Updated Jan 7 • 2

rzheng12

updated 2 models 3 months ago

furonghuang-lab/openvla_phi3v

Text Generation • Updated Jan 7

furonghuang-lab/tracevla_phi3v

Text Generation • Updated Jan 7 • 2

rzheng12

authored a paper 4 months ago

TraceVLA: Visual Trace Prompting Enhances Spatial-Temporal Awareness for Generalist Robotic Policies

Paper • 2412.10345 • Published Dec 13, 2024 • 2

russwang

authored a paper 4 months ago

Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension

Paper • 2412.03704 • Published Dec 4, 2024 • 7

Dtimes

updated a dataset 5 months ago

furonghuang-lab/Easy2Hard-Bench

Viewer • Updated Nov 25, 2024 • 92.2k • 1.47k

russwang

updated a dataset 5 months ago

furonghuang-lab/Mementos

Preview • Updated Nov 14, 2024 • 269

Dtimes

updated a Space 6 months ago

Erasing the Invisible

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mcding

updated a Space 6 months ago

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YuanchengXu

authored a paper 6 months ago

GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-time Alignment

Paper • 2410.08193 • Published Oct 10, 2024 • 4

bangan

authored a paper 6 months ago

GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-time Alignment

Paper • 2410.08193 • Published Oct 10, 2024 • 4

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Recent Activity

Team members 13

furonghuang-lab's activity

Erasing the Invisible

Erasing the Invisible