Haoyu Chen

I received a Bachelor degree in Computer Science and Engineering at The Chinese University of Hong Kong, Shenzhen (CUHKSZ) in 2021.
I am a Ph.D. student at the Hong Kong University of Science and Technology (Guangzhou) advised by Prof. Lei Zhu.

Mainly intrest in computer vision, especially in Low-level Vision.

Email  /  Google Scholar  /  GitHub

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  • 2023-07: Three paper to appear in ACM MM 2023.
  • 2023-07: One first author papers to appear in ICCV 2023.
  • 2023-04: One paper to appear in ICML 2023.
  • 2023-02: One first author papers to appear in CVPR 2023.
  • 2022-09: I am now a Ph.D. student at HKUSTGZ.


Mask-Guided Progressive Network for Joint Raindrop and Rain Streak Removal in Videos
Hongtao Wu, Yijun Yang, Haoyu Chen, Jingjing Ren, Lei Zhu
ACM Multimedia (ACM MM), 2023
[arxiv] [Code]
Uncertainty-Driven Dynamic Degradation Perceiving and Background Modeling for Efficient Single Image Desnowing
SiXiang Chen*, Tian Ye*, Chenghao Xue, Haoyu Chen, Yun Liu, Erkang Chen, Lei Zhu
ACM Multimedia (ACM MM), 2023
[arxiv] [Code]
Cross-scale Prototype Learning Transformer for Image Snow Removal
SiXiang Chen*, Tian Ye*, Yun Liu, Jinbin Bai, Haoyu Chen, Yunlong Lin, Jun Shi, Erkang Chen
ACM Multimedia (ACM MM), 2023
[arxiv] [Code]
Snow Removal in Video: A New Dataset and A Novel Method
Haoyu Chen, Jingjing Ren, Jinjin Gu, Hongtao Wu, Xuequan Lu, Haoming Cai, Lei Zhu
International Conference on Computer Vision (ICCV), 2023
[arxiv] [Code] [Dataset]
Crafting Training Degradation Distribution for the Accuracy-Generalization Trade-off in Real-World Super-Resolution
Ruofan Zhang, Jinjin Gu, Haoyu Chen , Chao Dong, Yulun Zhang, Wenming Yang
International Conference on Machine Learning (ICML), 2023
[arxiv] [Code]
dise Masked Image Training for Generalizable Deep Image Denoising
Haoyu Chen*, Jinjin Gu*, Yihao Liu, Salma Abdel Magid, Chao Dong, Qiong Wang, Hanspeter Pfister, Lei Zhu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
[arxiv] [Code]
dise Attention in Attention Network for Image Super-Resolution
Haoyu Chen, Jinjin Gu, Zhi Zhang
arXiv, 2021
[arxiv] [Code]
dise PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration
Jinjin Gu, Haoming Cai, Haoyu Chen, Xiaoxin Ye, Jimmy S.Ren, Chao Dong
European Conference on Computer Vision (ECCV), 2020
[Website] [arxiv] [Code] [Benchmark] [CVPR 2022 NTIRE Challenge] [Youtube] [Bilibili]
dise Super-resolution perception for industrial sensor data
Jinjin Gu, Haoyu Chen, Guolong Liu, Gaoqi Liang, Xinlei Wang, Junhua Zhao
arXiv, 2018

1 CVPR    1 ICCV    1 ECCV    1 ICML    3 ACM MM    2 arXiv


The Hong Kong University of Science and Technology (Guangzhou)
Ph.D. student, 2022 - .

The Chinese University of Hong Kong, Shenzhen
B.Eng., Major in Computer Science and Engineering, Sep 2017 - Jul 2021.


Research Intern. Mentor: Dr. Baoyuan, Wang, ( 2021.6 ~ 2022.2 )

AWS Shanghai AI Lab.
Software Develop Engineer Intern. Mentor: Zhi Zhang, ( 2020.5 ~ 2020.11 )

The Chinese University of Hong Kong. GAP Lab.
Research Assistant. Advisor: Dr. Xiaoguang, Han, ( 2019.6 ~ 2021 )

Institute of Automation Chinese Academy of Sciences.
Research Assistant. Advisor: Dr. Bo Xu, ( 2018.8 ~ 2018.9 )

Academic Service & Awards

Competition Awards:
IEEE ICDM 2018 global AI challenge on meteorology, 1st place.
ECCV 2020 Workshop, AIM 2020 Challenge on Video Extreme Super-Resolution, 4th place.

Program Committee / Reviewer:
ACM Multimedia (ACM MM), 2023
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2023
Winter Conference on Applications of Computer Vision (WACV), 2023, 2024
IEEE Transactions on Circuits and Systems for Video Technology
The Computer Vison