Yinghao Xu

Ph.D. Student
Department of Information Engineering
The Chinese University of Hong Kong

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Yinghao Xu is a fourth-year Ph.D. student at Multimedia Lab (MMLab), Department of Information Engineering in The Chinese University of Hong Kong. His supervisor is Prof. Dahua Lin and he worked closely with Prof. Bolei Zhou. He is very interested in generative models for visual understanding and content recreation, particularly in 3D generative models. He also collaborates with Dr. Bo Dai, Dr. Yujun Shen and Dr. Ceyuan Yang.

Before that, he obtained bachelor degree in Information Engineering from Zhejiang University in 2019, advised by Dr. Lechao Cheng and Prof. Chunguang Li.


  • [03/2023] DiscoScene 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!
  • [12/2022] DiscoScene is released in arxiv.
  • [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.

Selected Publications [Full List] [Oral/Spotlight]

DiscoScene: Spatially Disentangled Generative Radiance Field for Controllable 3D-aware Scene Synthesis
CVPR 2023 / Project / Code / Final scores: 5, 5, 5
Highlight Presentation
Learning 3D-aware Image Synthesis with Unknown Pose Distribution
GLeaD: Improving GANs with A Generator-Leading Task
Deep Generative Models on 3D Representations: A Survey
One-Shot Generative Domain Adaptation
I love this paper!
3D Generation on ImageNet
Oral Presentation
Towards Smooth Video Composition
GH-Feat: Learning Versatile Generative Hierarchical Features from GANs
Yinghao Xu, Yujun Shen, Jiapeng Zhu, Ceyuan Yang, Bolei Zhou.
Improving 3D-aware Image Synthesis with A Geometry-aware Discriminator
Spotlight Presentation
High-fidelity GAN Inversion with Padding Space
Semantic-Aware Implicit Neural Audio-Driven Video Portrait Generation
Oral Presentation
Region-Based Semantic Factorization in GANs
3D-aware Image Synthesis via Learning Structural and Textural Representations
Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition
Oral Presentation
Generative Hierarchical Features from Synthesizing Images
Yinghao Xu*, Yujun Shen*, Jiapeng Zhu, Ceyuan Yang, Bolei Zhou.
Oral Presentation
Neural Body: Implicit Neural Representations with Structured Latent Codes for Novel View Synthesis of Dynamic Humans
Sida Peng, Yuanqing Zhang, Yinghao Xu, Qianqian Wang, Qing Shuai, Hujun Bao, Xiaowei Zhou.
Best paper candidate
Unsupervised Landmark Learning from Unpaired Data
Dense RepPoints: Representing Visual Objects with Dense Point Sets
Temporal Pyramid Network for Action Recognition
A Main/Subsidiary Network Framework for Simplifying Binary Networks
Yinghao Xu, Xin Dong, Yudian Li, Hao Su.


Research Intern, Snap Inc.
Jul. 2022 - Oct. 2022
Host by Menglei Chai
Student Researcher, ByteDance Inc.
Jul. 2021 - Feb. 2022
Host by Yujun Shen
Student Researcher, Microsoft Research Asia
Mar. 2021 - Jun. 2021
Host by Fangyun Wei, Xiao Sun, Steve Lin
Research Intern, Microsoft Research Asia
Nov. 2018 - May. 2019
Host by Jifeng Dai, Han Hu, Steve Lin
Research Assistant, U.C. San Diego
Jul. 2018 - Sep. 2019
Host by Hao Su

Invited Talks

Professional activities

  • Conference Reviewer for CVPR, ECCV, AAAI, ICCV, NIPS, ICLR, ICML, SIGGRAPH

Selected Honors & Awards

  • National Scholarship,
  • Tang Lixin Scholarship,
  • First Class Scholarship for Academic Excellence,
    2018, 2017
  • Government Scholarship of Zhejiang Province,
    2017, 2016
  • Meritorious Winner, Interdisciplinary Contest In Modeling(ICM),
  • First Prize of Mathematics Competition of Chinese College Students,