I am a research at Huawei (TopMinds program). I obtained my joint Ph.D. degrees from Harbin Institute of Technology and City University of Hong Kong, under the supervision of Prof. Wangmeng Zuo and Prof. Rynson W.H. Lau. Previously, I received my B.Eng degree (Honor) at HIT. My research lies in vision generation, especially the generation of 3D, video, and world model.

News

• [2026.03] One paper is accepted by CVPR 2026 (Oral).
• [2025.08] One paper is accepted by Siggraph Asia (Journal Track, TOG) 2025.
• [2024.12] One paper is accepted by AAAI 2025.
• [2024.02] One paper is accepted by CVPR 2024.
• [2024.01] One paper is accepted by ICLR 2024.
• [2023.07] One paper is accepted by ICCV 2023.
• [2022.11] One paper is accepted by AAAI 2023.

Experiences

• Research Intern, Tencent Hunyuan
  World Model Generation
  Jan. 2025 - Jan. 2026
• Research Intern, Noah's Ark Lab, Huawei, supervised by Hang Xu
  Multi-Modal Generation
  Dec. 2022 - Jun. 2024
• Research Intern, Shanghai AI Lab, supervised by Xiaoshui Huang and Wanli Ouyang
  3D-Vision Pre-training
  May. 2022 - Nov. 2022

Publications

Voyager: Long-Range and World-Consistent Video Diffusion for Explorable 3D Scene Generation

Tianyu Huang, Wangguandong Zheng, Tengfei Wang, Yuhao Liu, Zhenwei Wang, Junta Wu, Jie Jiang, Hui Li, Rynson W.H. Lau, Wangmeng Zuo, Chunchao Guo
ACM Transactions on Graphics (TOG), 2025
[Homepage][Paper][Code]

DreamPhysics: Learning Physics-Based 3D Dynamics with Video Diffusion Priors

Tianyu Huang, Haoze Zhang, Yihan Zeng, Zhilu Zhang, Hui Li, Wangmeng Zuo, Rynson W.H. Lau
Association for the Advancement of Artificial Intelligence (AAAI), 2025
[Homepage][Paper][Code]

Dreamcontrol: Control-based Text-To-3D Generation with 3D Self-Prior

Tianyu Huang, Yihan Zeng, Zhilu Zhang, Wan Xu, Hang Xu, Songcen Xu, Rynson W.H. Lau, Wangmeng Zuo
Computer Vision and Pattern Recognition Conference (CVPR), 2024
[Paper][Code]

TextField3D: Towards Enhancing Open-Vocabulary 3D Generation with Noisy Text Fields

Tianyu Huang, Yihan Zeng, Bowen Dong, Hang Xu, Songcen Xu, Rynson W.H. Lau, Wangmeng Zuo
International Conference on Learning Representations (ICLR), 2024
[Paper]

CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-training

Tianyu Huang, Bowen Dong, Yunhan Yang, Xiaoshui Huang, Rynson W.H. Lau, Wanli Ouyang, Wangmeng Zuo
International Conference on Computer Vision (ICCV), 2023
[Paper][Code]

Symmetry-Aware Transformer-based Mirror Detection

Tianyu Huang, Bowen Dong, Jiaying Lin, Xiaohui Liu, Rynson W.H. Lau, Wangmeng Zuo
Association for the Advancement of Artificial Intelligence (AAAI), 2023
[Paper][Code]

Awards

Outstanding Graduates of Harbin Institute of Technology, 2022&2026
China National Scholarship, 2025
First Prize of the people's scholarship in China, 2022&2018
First Prize at China Collegiate Programming Contest (CCPC) of Heilongjiang Province, 2019
First Prize at China Collegiate Programming Contest (CCPC) of Northeast China, 2019
First Prize of National Olympiad in Informatics in Provinces (NOIP), 2016