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

News

• 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.

Publications

	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]
	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]
	Attention in Attention Network for Image Super-Resolution Haoyu Chen, Jinjin Gu, Zhi Zhang arXiv, 2021 [arxiv] [Code]
	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]
	Super-resolution perception for industrial sensor data Jinjin Gu, Haoyu Chen, Guolong Liu, Gaoqi Liang, Xinlei Wang, Junhua Zhao arXiv, 2018 [arxiv]

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

Education

Experience

Xiaobing.AI.
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
ACM SIGGRAPH VRCAI, 2022
IEEE Transactions on Circuits and Systems for Video Technology
The Computer Vison