Me.

Guandao Yang (杨关道)

I'm a postdoctoral researcher at Stanford University, advised by Prof. Leonidas Guibas and Prof. Gordon Wetzstein. I'm doing research in the intersection of Computer Vision, Machine Learning, and Computer Graphics. I did my PhD at Cornell University, advised by Prof. Serge Belongie and Prof. Bharath Hariharan. My recent research focus is developing a geometry processing pipeline that can create, manipulate, and analyze 3D shapes in an intelligent and data-driven way. In my spare time, I enjoy traditional rock climbing and classical piano.

Email: guandao@stanford.edu
[Github] [Google Scholar] [CV]

Publications

(NeurIPS 2022) Polynomial Neural Fields for Subband Decomposition and Manipulation [Paper] [Code] [Page]

Guandao Yang*, Sagie Benaim*, Varun Jampani, Kyle Genova, Jonathan T. Barron, Thomas Funkhouser, Bharath Hariharan, Serge Belongie (*equal contribution)

(NeurIPS 2021) Geometry Processing with Neural Fields [Paper] [Code] [Page]

Guandao Yang, Serge Belongie, Bharath Hariharan, Vladlen Koltun

(CVPR 2021, Oral) Stay Positive: Non-Negative Image Synthesis for Augmented Reality [Paper] [Code] [Page]

Katie Luo*, Guandao Yang*, Wenqi Xian, Harald Haraldsson, Bharath Hariharan, Serge Belongie (*equal contribution)

(ECCV 2020, Spotlight) Learning Gradient Fields for Shape Generation [Arxiv] [Code] [Page]

Ruojin Cai*, Guandao Yang*, Hadar Averbuch-Elor, Zekun Hao, Serge Belongie, Noah Snavely, Bharath Hariharan (*equal contribution)

(ICCV 2019, Oral) PointFlow : 3D Point Cloud Generation with Continuous Normalizing Flows [Arxiv] [Code] [Page]

Guandao Yang*, Xun Huang*, Zekun Hao, Ming-Yu Liu, Serge Belongie, Bharath Hariharan (*equal contribution)

(ICML 2019) SWALP: Stochastic Weight Averaging in Low Precision Training [Arxiv] [Code]

Guandao Yang, Tianyi Zhang, Polina Kirichenko, Junwen Bai, Andrew Gordon Wilson, Christopher De Sa

(ECCV 2018) Learning Single-View 3D Reconstruction with Limited Pose Supervision [Paper] [Code]

Guandao Yang, Yin Cui, Serge Belongie, Bharath Hariharan

(CVPR 2018) Learning to Evaluate Image Captioning [Arxiv] [Code]

Yin Cui, Guandao Yang, Andreas Veit, Xun Huang, Serge Belongie

Experiences

Google

Research Intern
June 2021 - Apr 2022
Student Researcher
June 2022 - Nov 2022

NVIDIA

Research Intern
May 2019 - Nov 2020

Cornell SonicMEMS Lab

Research Assistant
Sep 2017 - Dec 2017

Intel

Research Intern
Jan 2021 - May 2021

Google

Software Engineer Intern
May 2017 - Aug 2017

Hyphen Connect

Cofounder
Apr 2015 - May 2016