Yihang Tao | 陶祎航
PhD Student
City University of Hong Kong
Research Interests
- World Model
- Image/Video Generation
- 3D Understanding
About Me
I am currently pursuing my PhD degree in the Department of Computer Science at City University of Hong Kong, advised by Prof. Yuguang "Michael" Fang. Before that, I received my B.S. degree from the School of Information Science and Engineering, Southeast University, Nanjing, China, in 2021, and my M.S. degree from the School of Computer Science, Shanghai Jiao Tong University, Shanghai, China, in 2024. My research lies at the intersection of World Model, Image/Video Generation, and 3D Understanding, with a broader interest in Spatial Intelligence, Computer Vision, and Generative AI.
I am actively seeking collaborators of like-minded interests. If you are interested in my work, please feel free to contact me via email: yihang.tommy@my.cityu.edu.hk.
🚀 Research Thrust
"My long-term goal is to build a World Model for Spatial Intelligence: a unified representation that can understand 3D scenes, capture their dynamics, and support controllable generation of how the world may evolve."
Towards this goal, my research is organized into two closely related thrusts: World Understanding and World Generation. The first focuses on collaborative perception and 3D understanding, while the second focuses on controllable image/video generation and generative restoration.
World Understanding
This thrust studies how a World Model can understand the physical world from visual observations. I focus on collaborative perception, 3D reconstruction, and related scene understanding tasks to recover scene structure, geometry, and dynamics.
World Generation
This thrust studies how a World Model can generate plausible future worlds. I focus on controllable generation such as text/box/BEV-to-image/video, and generative universal image restoration to support world simulation, prediction, and reasoning.
🔥 News
View All📄 Publications
(* means equal contribution)
🏆 Honors & Awards
View All💼 Academic Service
Conference Reviewer
Program Committee Member
CVPR, ECCV, ICML, NeurIPS, ICLR, ACM MM, PG, IROS, ICASSP, IJCNN
Journal Reviewer
Peer Review
IEEE TMC, IEEE TITS, IEEE TCE, TMLR, PR, NN, EAAI, IEEE JBHI, IEEE LNET
Journal Administrator
Editor-in-Chief Assistant
IEEE TMLCN
Teaching Assistant
City University of Hong Kong
🎓 Education
PhD @ City University of Hong Kong
Sep. 2024 - Now
Department of Computer Science
Supervisor: Prof. Yuguang "Michael" Fang
MEng @ Shanghai Jiao Tong University
Sep. 2021 - Apr. 2024
School of Computer Science
BEng @ Southeast University
Sep. 2017 - Jul. 2021
School of Information Engineering
📍 Contact
Office Address
83 Tat Chee Avenue Kowloon, Hong Kong