Publications

* denotes equal contribution.

2025

  1. blendergym.png
    BlenderGym: Benchmarking Foundational Model Systems for Graphics Editing
    Yunqi Gu, Ian Huang, Jihyeon Je, Guandao Yang, and Leonidas Guibas
    In CVPR (Highlight), 2025
    arXiv
  2. AIpparel.png
    AIpparel: A Large Multimodal Generative Model for Digital Garments
    Kiyohiro Nakayama*, Jan Ackermann*, Timur Levent Kesdogan*, Yang Zheng, Maria Korosteleva, Olga Sorkine-Hornung, Leonidas J Guibas, Guandao Yang, and Gordon Wetzstein
    In CVPR (Highlight), 2025
    arXiv Website
  3. grad_estimator.png
    Accurate Differential Operators for Hybrid Neural Fields
    Aditya Chetan, Guandao Yang, Zichen Wang, Steve Marschner, and Bharath Hariharan
    In CVPR, 2025
    arXiv
  4. self-cali.webp
    Self-Calibrating Gaussian Splatting for Large Field of View Reconstruction
    Youming Deng, Wenqi Xian, Guandao Yang, Leonidas Guibas, Gordon Wetzstein, Steve Marschner, and Paul Debevec
    arXiv preprint, 2025
    arXiv Website
  5. infogaussina_iclr.png
    Efficient Structure-Aware 3D Gaussians via Lightweight Information Shaping
    Yunchao Zhang, Guandao Yang, Leonidas Guibas, and Yanchao Yang
    ICLR, 2025
    Website

2024

  1. symmetry.gif
    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
    arXiv Website
  2. diffpde.jpeg
    DiffusionPDE: Generative PDE-Solving Under Partial Observation
    Jiahe Huang, Guandao Yang, Zichen Wang, and Jeong Joon Park
    NeurIPS, 2024
    arXiv Code Website
  3. FiVA.png
    FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models
    Tong Wu, Yinghao Xu, Ryan Po, Mengchen Zhang, Guandao Yang, Jiaqi Wang, Ziwei Liu, Dahua Lin, and Gordon Wetzstein
    NeurIPS Datasets and Benchmarks Track, 2024
  4. infogaussian.png
    InfoGaussian: Structure-Aware Dynamic Gaussians through Lightweight Information Shaping
    Yunchao Zhang, Guandao Yang, Leonidas Guibas, and Yanchao Yang
    arXiv preprint, 2024
    arXiv
  5. blenderalchemy.webp
    BlenderAlchemy: Editing 3D Graphics with Vision-Language Models
    Ian Huang, Guandao Yang, and Leonidas Guibas
    ECCV, 2024
    arXiv Code Website
  6. physavatar.webp
    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
    arXiv Code Website
  7. MegaScenes_teaser.jpg
    MegaScenes: Scene-Level View Synthesis at Scale
    Joseph Tung*, Gene Chou*, Ruojin Cai, Guandao Yang, Kai Zhang, Gordon Wetzstein, Bharath Hariharan, and Noah Snavely
    ECCV, 2024
    arXiv Code Website
  8. 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
    arXiv Website
  9. 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
    arXiv Code Website
  10. ortho.webp
    Orthogonal adaptation for modular customization of diffusion models
    Ryan Po, Guandao Yang, Kfir Aberman, and Gordon Wetzstein
    CVPR (Highlight), 2024
    arXiv Code Website

2023

  1. 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
    HTML Code Website
  2. plnerf.png
    Nerf revisited: Fixing quadrature instability in volume rendering
    Mikaela Angelina Uy, Kiyohiro Nakayama, Guandao Yang, Rahul Krishna Thomas, Leonidas Guibas, and Ke Li
    NeurIPS, 2023
    arXiv Code Website
  3. nerf-diff-prior.png
    Learning a diffusion prior for nerfs
    Guandao Yang, Abhijit Kundu, Leonidas J Guibas, Jonathan T Barron, and Ben Poole
    ICLR Workshops, 2023
    arXiv

2022

  1. pnf.gif
    Polynomial neural fields for subband decomposition and manipulation
    Guandao Yang*, Sagie Benaim*, Varun Jampani, Kyle Genova, Jonathan Barron, Thomas Funkhouser, Bharath Hariharan, and Serge Belongie
    NeurIPS, 2022
    arXiv Code Website
  2. res-align.png
    Residual Aligned: Gradient Optimization for Non-Negative Image Synthesis
    Flora Yu Shen, Katie Luo, Guandao Yang, Harald Haraldsson, and Serge Belongie
    arXiv preprint, 2022
    arXiv

2021

  1. StayPositive.png
    Stay positive: Non-negative image synthesis for augmented reality
    Katie Luo*, Guandao Yang*, Wenqi Xian, Harald Haraldsson, Bharath Hariharan, and Serge Belongie
    In CVPR (Oral), 2021
    arXiv Code Website
  2. NFGP.png
    Geometry processing with neural fields
    Guandao Yang, Serge Belongie, Bharath Hariharan, and Vladlen Koltun
    NeurIPS, 2021
    HTML Code Website

2020

  1. 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
    arXiv Code Website

2019

  1. pointflow.webp
    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
    arXiv Code Website
  2. swalp.jpg
    SWALP: Stochastic weight averaging in low precision training
    Guandao Yang, Tianyi Zhang, Polina Kirichenko, Junwen Bai, Andrew Gordon Wilson, and Christopher De Sa
    In ICML, 2019
    arXiv Code
  3. qpytorch.png
    Qpytorch: A low-precision arithmetic simulation framework
    Tianyi Zhang, Zhiqiu Lin, Guandao Yang, and Christopher De Sa
    In NeurIPS Workshops (EMC2-NIPS), 2019
    arXiv Code
  4. adapt-interest-point.png
    Learning Data-Adaptive Interest Points through Epipolar Adaptation.
    Guandao Yang, Tomasz Malisiewicz, and Serge Belongie
    In CVPR Workshops, 2019
    HTML PDF

2018

  1. cap-eval.jpg
    Learning to evaluate image captioning
    Yin Cui, Guandao Yang, Andreas Veit, Xun Huang, and Serge Belongie
    In CVPR, 2018
    arXiv Code
  2. 3d-recon.jpg
    Learning single-view 3d reconstruction with limited pose supervision
    Guandao Yang, Yin Cui, Serge Belongie, and Bharath Hariharan
    In ECCV, 2018
    PDF Code
  3. FMatrix.jpg
    Deep fundamental matrix estimation without correspondences
    Omid Poursaeed*, Guandao Yang*, Aditya Prakash*, Qiuren Fang, Hanqing Jiang, Bharath Hariharan, and Serge Belongie
    In ECCV Workshops, 2018
    arXiv

2017

  1. FastRCConvNets.jpg
    Fast reading comprehension with convnets
    Felix Wu, Ni Lao, John Blitzer, Guandao Yang, and Kilian Weinberger
    arXiv preprint, 2017
    arXiv