Haitao Yang

I am a Ph.D. student in the Department of Computer Science at University of Texas at Austin, advised by Prof. Qixing Huang. I received my Bachelor degree with honors in 2019 from Department of Electrical Engineering, Tsinghua University. During my undergraduate studies, I was advised by Prof. Yebin Liu.

My research focuses on 3D vision, computer graphics and machine learning.

E-mail: yanghtr AT outlook DOT com

Publications

    Atlas Gaussians Diffusion for 3D Generation with Infinite Number of Points
    Haitao Yang, Yuan Dong, Hanwen Jiang, Dejia Xu, Georgios Pavlakos and Qixing Huang.
    Arxiv 2024  
    [ Paper]  

    CoFie: Learning Compact Neural Surface Representations with Coordinate Fields
    Hanwen Jiang, Haitao Yang, Georgios Pavlakos and Qixing Huang.
    Arxiv 2024  
    [ Paper]  

    4DRecons: 4D Neural Implicit Deformable Objects Reconstruction from a single RGB-D Camera with Geometrical and Topological Regularizations
    Xiaoyan Cong, Haitao Yang, Liyan Chen, Kaifeng Zhang, Li Yi, Chandrajit Bajaj and Qixing Huang.
    Arxiv 2024  
    [ Paper]  

    GenCorres: Consistent Shape Matching via Coupled Implicit-Explicit Shape Generative Models
    Haitao Yang, Xiangru Huang, Bo Sun, Chandrajit Bajaj and Qixing Huang.
    International Conferences on Learning Representations (ICLR 2024)  
    [ Paper]   [ Code ]  

    GeoLatent: A Geometric Approach to Latent Space Design for Deformable Shape Generators
    Haitao Yang, Bo Sun, Liyan Chen, Amy Pavel and Qixing Huang.
    Proceedings of ACM SIGGRAPH Asia 2023  
    [ Paper]  

    LiDAR-Based 3D Object Detection via Hybrid 2D Semantic Scene Generation
    Haitao Yang, Zaiwei Zhang, Xiangru Huang, Min Bai, Chen Song, Bo Sun, Li Erran Li and Qixing Huang.
    Arxiv 2023  
    [ Paper]   [ Code ]  

    Scene Synthesis via Uncertainty-Driven Attribute Synchronization
    Haitao Yang, Zaiwei Zhang, Siming Yan, Haibin Huang, Chongyang Ma, Yi Zheng, Chandrajit Bajaj and Qixing Huang.
    International Conference on Computer Vision (ICCV 2021)  
    [ Paper]   [ Code ]  

    Dense Correspondences between Human Bodies via Learning Transformation Synchronization on Graphs
    Xiangru Huang, Haitao Yang, Etienne Vouga and Qixing Huang.
    Advances in Neural Information Processing Systems (NeurIPS 2020)  
    [ Paper]   [ Code]  

    H3DNet: 3D Object Detection Using Hybrid Geometric Primitives
    Zaiwei Zhang, Bo Sun*, Haitao Yang* and Qixing Huang.
    European Conference on Computer Vision (ECCV 2020)  
    [ Paper]   [ Code]  

Experience