Jia-Bin Huang

Jia-Bin Huang is an Associate Professor in the Department of Computer Science at University of Maryland, College Park, with a secondary appointment at the University of Maryland Institute for Advanced Computer Studies. His work bridges computer vision, computer graphics, and machine learning.

His research focuses on 3D scene reconstruction, neural radiance fields, generative models, and multimodal foundation models. He has made significant contributions to video super-resolution, text-driven 3D modeling, and inverse rendering techniques.

• 15 recent publications (2024-2025) at top venues: CVPR, NeurIPS, SIGGRAPH Asia, 3DV, and ECCV
• Pioneering work in Urban Scene Inverse Rendering, Generative Video Editing, and 3D Human Digitization

He has received multiple awards including the 3M Non-Tenured Faculty Award, ETRA Best Paper, and NSF Grants. His lab trains 12 PhD students and has graduated 18 Masters/PhD students now at institutions like Stanford, Meta, and Google.