I am a 2^nd year Ph.D. student at Harbin Institute of Technology, supervised by Prof. Wangmeng Zuo. I also take part in the joint Ph.D. scheme at City University of Hong Kong, supervised by Prof. Rynson W.H. Lau. Previously, I received my B.Eng degree (Honor) at HIT. My research lies in the area of computer vision and deep learning, especially 3d-vision tasks and detection.

News

• [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, Noah's Ark Lab, Huawei, supervised by Hang Xu
  Multi-modal Generation
  Dec. 2022 - Present
• Research Intern, Shanghai AI Lab, supervised by Xiaoshui Huang and Wanli Ouyang
  3D-Vision Pre-training
  May. 2022 - Nov. 2022

Publications

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
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