Furong Huang Lab at UMD

Furong Huang Lab at UMD on Hugging Face Daily Papers: 8 papers, 1 in the top 3 of their day, 165 upvotes.

1. Guava: An Effective and Universal Harness for Embodied Manipulation 28 upvotes, #4 of 2026-06-18
2. ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs 20 upvotes, #5 of 2025-06-16
3. SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement 14 upvotes, #10 of 2025-04-11
4. Why Are Web AI Agents More Vulnerable Than Standalone LLMs? A Security Analysis 2 upvotes, #26 of 2025-03-04
5. GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-time Alignment 3 upvotes, #19 of 2024-10-14
6. Premier-TACO: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss 10 upvotes, #6 of 2024-02-12
7. TrustLLM: Trustworthiness in Large Language Models 69 upvotes, #1 of 2024-01-12
8. More Context, Less Distraction: Visual Classification by Inferring and Conditioning on Contextual Attributes 10 upvotes, #4 of 2023-08-03

Data: hysts-bot-data/daily-papers-stats and the Daily Papers API. Open data: tardellirs/paper-pulse-data. Sister project: Model Pulse, the download history of every model on the Hub.