Zixiang Ai (艾子翔)


Undergrad Student

Supervisor: Prof. Jiahuan Zhou

Wangxuan Institute of Computer Technology, Peking University.

Beijing, China

E-mail: 3210105952@zju.edu.cn


I am currently a final undergraduate student at the College of Computer Science, Zhejiang University. I will be commencing my doctoral studies at the Wangxuan Institute of Computer Technology, Peking University in 2025, under the supervision of Prof. Jiahuan Zhou. My research interests lie in the areas of transfer learning and 3D reconstruction. I had a wonderful time as an on-site research intern at the State Key Laboratory of CAD&CG, working closely with Prof. Zhaopeng Cui.

 

Education

  • Software Engineering, College of Computer Science, Zhejiang University , 2021 - Now

 

Awards and Honors

  • Outstanding Graduate of Zhejiang Province, 2025

  • Outstanding Graduate of Zhejiang University, 2025

  • China National Scholarship, 2024

  • First Class Scholarship of Zhejiang University, 2024

  • Second Class Scholarship of Zhejiang University, 2023

  • National First Prize of the 14th National Mathematics Competition for College Students

 

Research Interests

  • Point Cloud Prompt Learning

  • Parameter-Efficient Fine-Tuning

  • 3D Reconstruction

 

Publications

  1. Zixiang Ai, Zhenyu Cui, Yuxin Peng, and Jiahuan Zhou*, "UPP: Unified Point-Level Prompting for Robust Point Cloud Analysis", in 2025 International Conference on Computer Vision (ICCV'25), Honolulu, Hawai'i, USA, Oct 19 - 23th, 2025

  2. Zixiang Ai, Zichen Liu, and Jiahuan Zhou*, "Vision Graph Prompting via Semantic Low-Rank Decomposition", in 2025 International Conference on Machine Learning (ICML'25), Vancouver, Canada, Jul.13 - Jul.19, 2025

  3. Zixiang Ai, Zichen Liu, Yuanhang Lei, Zhenyu Cui, Xu Zou, and Jiahuan Zhou*, "GAPrompt: Geometry-Aware Point Cloud Prompt for 3D Vision Model", in 2025 International Conference on Machine Learning (ICML'25), Vancouver, Canada, Jul.13 - Jul.19, 2025

  4. Zesong Yang, Jiale Shi, Ru Zhang, Zixiang Ai, Boming Zhao, Hujun Bao, Luwei Yang, and Zhaopeng Cui*, "GURecon: Learning Detailed 3D Geometric Uncertainties for Neural Surface Reconstruction", Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI'25 Oral), Philadelphia, Pennsylvania, USA.

Note: * indicates the corresponding author; # indicates equal contribution.

 

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