Furong Huang

4 papers University of Maryland

• A Technical Report on “Erasing the Invisible”: The 2024 NeurIPS Competition on Stress Testing Image Watermarks
• Does Thinking More Always Help? Mirage of Test-Time Scaling in Reasoning Models
• SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
• ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs