Yinghao Xu (Justin) - Stanford University

Yinghao Xu (Justin)

Postdoc Scholar
Department of Electrical Engineering
Stanford University

E-mail / Google Scholar / Github / Twitter

Biography

I am a postdoctoral researcher at Stanford University working with Prof. Gordon Wetzstein. My current research focuses on 3D computer vision, graphics, and generative AI. I am particularly interested in developing powerful video and 3D generative models to perceive and generate rich 3D representations of environments and leverage them to understand, interact with, and reason about the 3D world.

I obtained my Ph.D. degree from CUHK Multimedia Lab (MMLab) supervised by Prof. Bolei Zhou and Prof. Dahua Lin, and a BSc from Zhejiang University, working with Prof. Lechao Cheng and Prof. Chunguang Li. In 2018, I also spent a summer interning at UC San Diego, working with Prof. Hao Su.

Invited Talks

[11/2024] Max Planck Institute for Informatics, Host by Prof.Christian Theobalt
[11/2024] MIT, Host by Prof.Vincent Sitzmann
[10/2024] Cornell Tech, Host by Prof.Noah Snavely
[10/2024] 3D AICC Workshop at ECCV 2024, Host by Prof.Georgios Pavlakos
[05/2024] University of Pennsylvania, Host by Prof.Lingjie Liu
[04/2024] University of Tübingen, Host by Prof. Andreas Geiger
[02/2024] Nvida Research, Host by Dr. Zian Wang
[01/2024] Peking University, Host by Prof. Baoquan Chen

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News

[09/2024] One paper is accepted by CoRL 2024! It's my first robotics paper, Cheers!
[09/2024] Two papers are accepted by NeurIPS 2024.
[08/2024] TGH is accepted by SIGGRAPH ASIA Journal.
[05/2024] Two papers are accepted by ECCV 2024.
[01/2024] Three papers are accepted by ICLR 2024! DMV3D and PF-LRM are awared as spotlight presentation!
[12/2023] Two papers got accepted by NeurIPS 2023 and one paper is accpeted by 3DV 2024 as spotlight presentation.

[07/2023] The extension of IDinvert and NeuralBody are accepted by TPAMI!

[06/2023] Genda is finally accepted by ICCV 2023.

[06/2023] Starting my summer internship at Adobe. See you in San Jose!

[06/2023] Defended Ph.D. thesis successfully!

[03/2023] DiscoScene gets three strong accept and is selected as the Highlight paper!

[02/2023] Three papers are accepted by CVPR 2023!

[01/2023] Two papers with one oral (3DGP), are accepted by ICLR 2023!

[11/2022] The extension of GHFeat got accepted by TPAMI.

[10/2022] We post the survey on 3D generative models.

[09/2022] Two papers, with one spotlight, will appear at NeurIPS 2022.

[07/2022] Give a talk about 3D generative models at Stanford Computational Imaging Lab.

[07/2022] SSP-NeRF (Oral) and PadInv are accepted by ECCV 2022.

[05/2022] ReSeFa is accepted by ICML 2022.

[03/2022] CMPL is accepted as an oral paper by CVPR 2022.

[03/2022] We are collecting studies on 3D generation, based on which we hope to provide an overview of this field and a better understanding on its evolution. Please stay tuned!

[03/2022] Four papers are accepted by CVPR 2022.

[02/2022] We release Hammer, a sufficiently upgraded version of GenForce, for training deep models. StyleGAN2, StyleGAN2-ADA, and StyleGAN3 are fully supported.

[09/2021] One paper to appear in NeurIPS 2021. It is my first NeurIPS paper.

[03/2021] One paper about object-level nerf is accepted by ICCV 2021.

[03/2021] Two papers (one oral and one best paper candidate) to appear in CVPR 2021.

[09/2020] We release GenForce, an efficient PyTorch library for deep generative modeling.

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Publications (show recent / show selected / show orals / show all by date / show all by topic)

Year: 2024 / 2023 / 2022 / 2021 / 2020 / 2019 /

Current Research Topics: Video Generative Models / 3D Generative Models / 3D-aware GANs / Neural Rendering / 2D Generative Model
Past Research Topic: Video Understanding / Detection and Segmentation / Model Compression

Experiences

	Research Intern, Adobe Research Jun. 2023 - Sep. 2023 Host by Kai Zhang		Visiting Research Scholar, Stanford University Jan. 2023 - Apr. 2023 Host by Gordon Wetzstein
	Research Intern, Snap Inc. Jul. 2022 - Oct. 2022 Host by Menglei Chai		Research Intern, Ant Research Jan. 2022 - May. 2022 Host by Deli Zhao and Yujun Shen
	Research Intern, ByteDance Inc. Jul. 2021 - Feb. 2021 Host by Yujun Shen		Student Researcher, MSRA Mar. 2021 - Jun. 2021 Host by Stephen Lin
	Research Intern, MSRA Nov. 2018 - May. 2019 Host by Jifeng Dai, Han Hu and Stephen Lin		Research Assitant, UCSD Jul. 2018 - Oct. 2018 Host by Hao Su

Teaching

IERG 4190 Multimedia Coding and Processing
2022
CSCI 2100 Data Structures
2021
IERG 1810 Electronic Circuit Design Laboratory
2021
IERG 3080 Information and Software Engineering Practice
2020
IERG 1810 Electronic Circuit Design Laboratory
2020
IERG 3050 Simulation and Statistical Analysis
2019

Professional Activities

Reviewer for CVPR, ECCV, AAAI, ICCV, NeurIPS, ICLR, ICML, SIGGRAPH, TVCG, SIGGRAPH ASIA
Invited Speaker for ECCV Workshop, MIT Vision Seminar

Selected Honors & Awards

WAIC Rising Star
2024
Snap Fellowship Nomination
2022
National Scholarship
2018
Tang Lixin Scholarship
2018
First Class Scholarship for Academic Excellence
2018, 2017
Government Scholarship of Zhejiang Province
2017, 2016
Meritorious Winner, Interdisciplinary Contest In Modeling(ICM)
2018
First Prize of Mathematics Competition of Chinese College Students
2017