Guandao Yang

myself/prof_pic.jpeg

I’m a postdoctoral scholar at Stanford, working with Prof. Leonidas Guibas and Prof. Gordon Wetzstein. I earned my PhD at Cornell Tech, advised by Prof. Serge Belongie and Prof. Bharath Hariharan. During my doctoral studies, I interned at various industry labs, including NVIDIA, Intel, and Google. Prior to my PhD, I received my Bachelor’s degree from Cornell University in Ithaca, majoring in Mathematics and Computer Science.

My research aims to develop Spatial Intelligence capable of creating, editing, and analyzing geometries in both the virtual and physical worlds, utilizing advancements in machine learning, computer vision, and computer graphics.

Outside of academia, I like traditional rock climbing and playing classical piano.

I am currently on job market, seeking academic faculty positions and research scientist roles. Feel free to reach out if you know any opportunity that might fit me!

News

Oct 01, 2024 Two papers are accepted to NeurIPS!
Jul 26, 2024 One paper is accepted to SIGGRAPH Asia!
Jul 01, 2024 BlenderAlchemy, PhysAvatar, and MegaScenes are accepted to ECCV!

Selected works

  1. symmetry.png
    Robust Symmetry Detection via Riemannian Langevin Dynamics
    jihyeon Je*, Jiayi Liu*, Guandao Yang*, Boyang Deng*, Shengqu Cai, Gordon Wetzstein, Or Litany, and Leonidas Guibas
    SIGGRAPH Asia Conferene, 2024
  2. blenderalchemy.gif
    BlenderAlchemy: Editing 3D Graphics with Vision-Language Models
    Ian Huang, Guandao Yang, and Leonidas Guibas
    ECCV, 2024
  3. physavatar.gif
    PhysAvatar: Learning the Physics of Dressed 3D Avatars from Visual Observations
    Yang Zheng*, Qingqing Zhao*, Guandao Yang, Wang Yifan, Donglai Xiang, Florian Dubost, Dmitry Lagun, Thabo Beeler, Federico Tombari, Leonidas Guibas, and Gordon Wetzstein
    ECCV, 2024
  4. ncv.png
    Neural Control Variates via Automatic Integration
    Zilu Li*, Guandao Yang*, Qingqing Zhao, Xi Deng, Leonidas J. Guibas, Bharath Hariharan, and Gordon Wetzstein
    In SIGGRAPH Conference , 2024
  5. gpt4eval.jpeg
    GPT-4V (ision) is a Human-Aligned Evaluator for Text-to-3D Generation
    Tong Wu*, Guandao Yang*, Zhibing Li*, Kai Zhang, Ziwei Liu, Leonidas Guibas, Dahua Lin, and Gordon Wetzstein
    In CVPR , 2024
  6. mcgpnf.jpg
    Neural Caches for Monte Carlo Partial Differential Equation Solvers
    Zilu Li*, Guandao Yang*, Xi Deng, Christopher De Sa, Bharath Hariharan, and Steve Marschner
    In SIGGRAPH Asia Conference , 2023
  7. NFGP.png
    Geometry processing with neural fields
    Guandao Yang, Serge Belongie, Bharath Hariharan, and Vladlen Koltun
    NeurIPS, 2021
  8. ShapeGF.gif
    Learning gradient fields for shape generation
    Ruojin Cai*, Guandao Yang*, Hadar Averbuch-Elor, Zekun Hao, Serge Belongie, Noah Snavely, and Bharath Hariharan
    In ECCV (Spotlight) , 2020
  9. pointflow.gif
    Pointflow: 3d point cloud generation with continuous normalizing flows
    Guandao Yang*, Xun Huang*, Zekun Hao, Ming-Yu Liu, Serge Belongie, and Bharath Hariharan
    In ICCV (Oral) , 2019