Yihang Tao

Yihang Tao | 陶祎航

PhD Student

City University of Hong Kong

Research Interests

  • World Model
  • Image/Video Generation
  • Multimodal 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 Multimodal 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 centers on two complementary thrusts: Multimodal Understanding and Image/Video Generation. The former emphasizes perception and reasoning over language, vision, and geometry, while the latter studies controllable and consistent visual synthesis with extensions to editing and restoration.

Multimodal Understanding

This thrust studies multimodal intelligence grounded in language, vision, and 3D structure. I focus on perception, chain-of-thought reasoning, and geometric reasoning to enable richer scene understanding and structured world interpretation.

Image/Video Generation

This thrust studies controllable and consistent image/video generation from structured conditions and interactions. I focus on visual synthesis, with extensions to generative editing and restoration, for flexible content creation and refinement.

🔥 News

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📄 Publications

(* means equal contribution)

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🏆 Honors & Awards

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💼 Academic Service

Conference Reviewer

Program Committee Member

CVPR, ECCV, ICML, NeurIPS, ICLR, AAAI, MM, PG, IROS, ICASSP, IJCNN

Journal Reviewer

Peer Review

TMC, TITS, TCE, TMLR, PR, NN, EAAI, JBHI, LNET

Journal Administrator

Editor-in-Chief Assistant

IEEE TMLCN

Teaching Assistant

City University of Hong Kong

• CS5279 Topics in AI Security (2026 Spring)
• CS5222 Computer Networks & Internets (2025 Fall)
• CS1302 Introduction to Computer course (2024 Fall, 2025 Spring)

🎓 Education

CityU

PhD @ City University of Hong Kong

Sep. 2024 - Now

Department of Computer Science

Supervisor: Prof. Yuguang "Michael" Fang

SJTU

MEng @ Shanghai Jiao Tong University

Sep. 2021 - Apr. 2024

School of Computer Science

SEU

BEng @ Southeast University

Sep. 2017 - Jul. 2021

School of Information Engineering

📍 Contact

Office Address

83 Tat Chee Avenue Kowloon, Hong Kong

Office Location

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