Kuan-Chih Huang

Kuan-Chih Huang
I am an EECS Ph.D. student (Aug. 2023-) at University of California, Merced, advised by Prof. Ming-Hsuan Yang and Dr. Yi-Hsuan Tsai. I was a student researcher at Google DeepMind in 2025. Previously, I was a full-time research assistant, working with Prof. Winston H. Hsu. I received my B.S. in Physics and M.S. in Electrical Engineering from National Taiwan University. My current research interests are generative world modeling.

Email: s928001810 [at] gmail.com / kuanchih1huang [at] gmail.com

Publications

Reason3D: Searching and Reasoning 3D Segmentation via Large Language Model
Kuan-Chih Huang, Xiangtai Li, Lu Qi, Shuicheng Yan, Ming-Hsuan Yang
International Conference on 3D Vision (3DV), 2025
[Paper] [Code] [Page]

PTT: Point-Trajectory Transformer for Efficient Temporal 3D Object Detection
Kuan-Chih Huang, Weijie Lyu, Ming-Hsuan Yang, Yi-Hsuan Tsai
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
[Paper] [Code]

Weakly Supervised 3D Object Detection via Multi-Level Visual Guidance
Kuan-Chih Huang, Yi-Hsuan Tsai, Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), 2024
[Paper] [Code]

Delving into Motion-Aware Matching for Monocular 3D Object Tracking
Kuan-Chih Huang, Ming-Hsuan Yang, Yi-Hsuan Tsai
International Conference on Computer Vision (ICCV), 2023
[Paper] [Code]

MonoDTR: Monocular 3D Object Detection with Depth-Aware Transformer
Kuan-Chih Huang, Tsung-Han Wu, Hung-Ting Su, Winston H. Hsu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
[Paper] [Code]

D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic Segmentation
Tsung-Han Wu, Yi-Syuan Liou, Shao-Ji Yuan, Hsin-Ying Lee, Tung-I Chen, Kuan-Chih Huang, Winston H Hsu
European Conference on Computer Vision (ECCV), 2022
[Paper] [Code]

Publications

Professional Activities