Haoyu Chen
Crafting seamless experiences and bold visuals. High school student by day, creative thinker, and aspiring innovator by night.
Crafting seamless experiences and bold visuals. High school student by day, creative thinker, and aspiring innovator by night.
Crafting seamless experiences and bold visuals. High school student by day, creative thinker, and aspiring innovator by night.
2026 Graduate | Seeking Full-time Opportunities
About
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 and Prof. Ping Tan.
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 and Prof. Ping Tan.
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 and Prof. Ping Tan.
Mainly interest in computer vision, especially in Low-level Vision, Image Processing, Multi-Modal Models and Generative Models.
Some of my recent photography
Some of my recent photography
Some of my recent photography
Some of my recent photography
Here’s What I’ve Worked On.
Here’s What I’ve Worked On.
First Author Publications
First Author Publications
Customized Artistic Poster Generation
A Go-to Framework for Customized Artistic Poster Generation
CVPR 2025
Image Restoration Agent
Autonomous Image Restoration Agent via Multimodal Large Language Models
NeurIPS 2024
Generalizable Deep Image Denoising
Masked Image Training for Generalizable Deep Image Denoising
CVPR 2023
Improving Generalization
for Image Super-Resolution
Improving Generalization for Super-Resolution by Self-Supervised Learning
CVPR 2024
Photo Retouching with Artist Agents
Intelligent Photo Retouching with Language Model-Based Artist Agents
ArXiv 2025
Video Desnowing with a Large-Scale Dataset
Density-Aware Video Desnowing with Robust Alignment on a Large-Scale Dataset
Under Review
Attention for Super-resolution
Attention in attention network for image super-resolution
ArXiv 2021
VLM-powered Restoration Agent with Human Feedback Alignment
Elevating Autonomous Driving Perception with Intelligent Image Restoration
CVPR 2025
Customized Artistic Poster Generation
A Go-to Framework for Customized Artistic Poster Generation
CVPR 2025
Image Restoration Agent
Autonomous Image Restoration Agent via Multimodal Large Language Models
NeurIPS 2024
Generalizable Deep Image Denoising
Masked Image Training for Generalizable Deep Image Denoising
CVPR 2023
Improving Generalization
for Image Super-Resolution
Improving Generalization for Super-Resolution by Self-Supervised Learning
CVPR 2024
Photo Retouching with Artist Agents
Intelligent Photo Retouching with Language Model-Based Artist Agents
ArXiv 2025
Video Desnowing with a Large-Scale Dataset
Density-Aware Video Desnowing with Robust Alignment on a Large-Scale Dataset
Under Review
Attention for Super-resolution
Attention in attention network for image super-resolution
ArXiv 2021
VLM-powered Restoration Agent with Human Feedback Alignment
Elevating Autonomous Driving Perception with Intelligent Image Restoration
CVPR 2025
Customized Artistic Poster Generation
A Go-to Framework for Customized Artistic Poster Generation
CVPR 2025
Image Restoration Agent
Autonomous Image Restoration Agent via Multimodal Large Language Models
NeurIPS 2024
Generalizable Deep Image Denoising
Masked Image Training for Generalizable Deep Image Denoising
CVPR 2023
Improving Generalization
for Image Super-Resolution
Improving Generalization for Super-Resolution by Self-Supervised Learning
CVPR 2024
Photo Retouching with Artist Agents
Intelligent Photo Retouching with Language Model-Based Artist Agents
ArXiv 2025
Video Desnowing with a Large-Scale Dataset
Density-Aware Video Desnowing with Robust Alignment on a Large-Scale Dataset
Under Review
Attention for Super-resolution
Attention in attention network for image super-resolution
ArXiv 2021
VLM-powered Restoration Agent with Human Feedback Alignment
Elevating Autonomous Driving Perception with Intelligent Image Restoration
CVPR 2025
Internship Experience
2025.5 - Present
Adobe
Adobe
Adobe
2021.6 - 2022.2
Xiaobing.AI
Xiaobing.AI
Xiaobing.AI
2020.5 - 2020.11
Amazon Web Services
Amazon Web Services
Amazon Web Services
Interests
Feel free to reach out if you share any of these interests - I'm always excited to connect with fellow enthusiasts!
Tennis
Tennis
Tennis
Diving
Diving
Diving
Photography
Photography
Photography
Outdoor
Outdoor
Outdoor
Publications
Generative Models
CVPR 2025
POSTA: A Go-to Framework for Customized Artistic Poster Generation
Haoyu Chen*, Xiaojie Xu*, Wenbo Li, Jingjing Ren, Tian Ye, Songhua Liu, Ying-Cong Chen, Lei Zhu, Xinchao Wang
arXiv 2025
Turbo2K: Towards Ultra-Efficient and High-Quality 2K Video Synthesis
Jingjing Ren, Wenbo Li, Zhongdao Wang, Haoze Sun, Bangzhen Liu, Haoyu Chen, Jiaqi Xu, Aoxue Li, Shifeng Zhang, Bin Shao, Yong Guo, Lei Zhu
NeurIPS 2024
UltraPixel: Advancing Ultra-High-Resolution Image Synthesis to New Peaks
Jingjing Ren*, Wenbo Li*, Haoyu Chen, Renjing Pei, Bin Shao, Yong Guo, Long Peng, Lei Zhu
Generative Models
CVPR 2025
POSTA: A Go-to Framework for Customized Artistic Poster Generation
Haoyu Chen*, Xiaojie Xu*, Wenbo Li, Jingjing Ren, Tian Ye, Songhua Liu, Ying-Cong Chen, Lei Zhu, Xinchao Wang
arXiv 2025
Turbo2K: Towards Ultra-Efficient and High-Quality 2K Video Synthesis
Jingjing Ren, Wenbo Li, Zhongdao Wang, Haoze Sun, Bangzhen Liu, Haoyu Chen, Jiaqi Xu, Aoxue Li, Shifeng Zhang, Bin Shao, Yong Guo, Lei Zhu
NeurIPS 2024
UltraPixel: Advancing Ultra-High-Resolution Image Synthesis to New Peaks
Jingjing Ren*, Wenbo Li*, Haoyu Chen, Renjing Pei, Bin Shao, Yong Guo, Long Peng, Lei Zhu
Generative Models
CVPR 2025
POSTA: A Go-to Framework for Customized Artistic Poster Generation
Haoyu Chen*, Xiaojie Xu*, Wenbo Li, Jingjing Ren, Tian Ye, Songhua Liu, Ying-Cong Chen, Lei Zhu, Xinchao Wang
arXiv 2025
Turbo2K: Towards Ultra-Efficient and High-Quality 2K Video Synthesis
Jingjing Ren, Wenbo Li, Zhongdao Wang, Haoze Sun, Bangzhen Liu, Haoyu Chen, Jiaqi Xu, Aoxue Li, Shifeng Zhang, Bin Shao, Yong Guo, Lei Zhu
NeurIPS 2024
UltraPixel: Advancing Ultra-High-Resolution Image Synthesis to New Peaks
Jingjing Ren*, Wenbo Li*, Haoyu Chen, Renjing Pei, Bin Shao, Yong Guo, Long Peng, Lei Zhu
Multi-Modal Models and Agents
arXiv 2025
PhotoArtAgent: Intelligent Photo Retouching with Language Model-based Artist Agents
Haoyu Chen, Keda Tao, Yizao Wang, Xinlei Wang, Lei Zhu, Jinjin Gu
NeurIPS 2024
RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models
Haoyu Chen, Wenbo Li, Jinjin Gu, Jingjing Ren, Sixiang Chen, Tian Ye, Renjing Pei, Kaiwen Zhou, Fenglong Song, Lei Zhu
arXiv 2025
PreGenie: An Agentic Framework for High-quality Visual Presentation Generation
Xiaojie Xu, Xinli Xu, Sirui Chen, Haoyu Chen, Fan Zhang, Ying-Cong Chen
Multi-Modal Models and Agents
arXiv 2025
PhotoArtAgent: Intelligent Photo Retouching with Language Model-based Artist Agents
Haoyu Chen, Keda Tao, Yizao Wang, Xinlei Wang, Lei Zhu, Jinjin Gu
NeurIPS 2024
RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models
Haoyu Chen, Wenbo Li, Jinjin Gu, Jingjing Ren, Sixiang Chen, Tian Ye, Renjing Pei, Kaiwen Zhou, Fenglong Song, Lei Zhu
arXiv 2025
PreGenie: An Agentic Framework for High-quality Visual Presentation Generation
Xiaojie Xu, Xinli Xu, Sirui Chen, Haoyu Chen, Fan Zhang, Ying-Cong Chen
Multi-Modal Models
and Agents
arXiv 2025
PhotoArtAgent: Intelligent Photo Retouching with Language Model-based Artist Agents
Haoyu Chen, Keda Tao, Yizao Wang, Xinlei Wang, Lei Zhu, Jinjin Gu
NeurIPS 2024
RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models
Haoyu Chen, Wenbo Li, Jinjin Gu, Jingjing Ren, Sixiang Chen, Tian Ye, Renjing Pei, Kaiwen Zhou, Fenglong Song, Lei Zhu
arXiv 2025
PreGenie: An Agentic Framework for High-quality Visual Presentation Generation
Xiaojie Xu, Xinli Xu, Sirui Chen, Haoyu Chen, Fan Zhang, Ying-Cong Chen
Low-level Vision
CVPR 2024
Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning
Haoyu Chen, Wenbo Li, Jinjin Gu, Jingjing Ren, Haoze Sun, Xueyi Zou, Youliang Yan, Zhensong Zhang, Lei Zhu
CVPR 2023
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
arXiv 2021
Attention in Attention Network for Image Super-Resolution
Haoyu Chen, Jinjin Gu, Zhi Zhang
CVPR 2024
CoSeR: Bridging Image and Language for Cognitive Super-Resolution
Haoze Sun, Wenbo Li, Jianzhuang Liu, Haoyu Chen, Renjing Pei, Xueyi Zou, Youliang Yan, Yujiu Yang
ICML 2023
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
Low-level Vision
CVPR 2024
Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning
Haoyu Chen, Wenbo Li, Jinjin Gu, Jingjing Ren, Haoze Sun, Xueyi Zou, Youliang Yan, Zhensong Zhang, Lei Zhu
CVPR 2023
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
arXiv 2021
Attention in Attention Network for Image Super-Resolution
Haoyu Chen, Jinjin Gu, Zhi Zhang
CVPR 2024
CoSeR: Bridging Image and Language for Cognitive Super-Resolution
Haoze Sun, Wenbo Li, Jianzhuang Liu, Haoyu Chen, Renjing Pei, Xueyi Zou, Youliang Yan, Yujiu Yang
ICML 2023
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
Low-level Vision
CVPR 2024
Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning
Haoyu Chen, Wenbo Li, Jinjin Gu, Jingjing Ren, Haoze Sun, Xueyi Zou, Youliang Yan, Zhensong Zhang, Lei Zhu
CVPR 2023
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
arXiv 2021
Attention in Attention Network for Image Super-Resolution
Haoyu Chen, Jinjin Gu, Zhi Zhang
CVPR 2024
CoSeR: Bridging Image and Language for Cognitive Super-Resolution
Haoze Sun, Wenbo Li, Jianzhuang Liu, Haoyu Chen, Renjing Pei, Xueyi Zou, Youliang Yan, Yujiu Yang
ICML 2023
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
Adverse Weather Restoration
ICCV 2023
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
IJCV 2024
Triplane-Smoothed Video Dehazing with CLIP-Enhanced Generalization
Jingjing Ren, Haoyu Chen, Tian Ye, Hongtao Wu, Lei Zhu
AAAI 2025
PromptHaze: Prompting Real-world Dehazing via Depth Anything Model
Tian Ye, Sixiang Chen, Haoyu Chen, Wenhao Chai, Jingjing Ren, Zhaohu Xing, Wenxue Li, Lei Zhu
ECCV 2024
Semi-Supervised Video Desnowing Network via Temporal Decoupling Experts and Distribution-Driven Contrastive Regularization
Hongtao Wu, Yijun Yang, Angelica Aviles-Rivero, Jingjing Ren, Sixiang Chen, Haoyu Chen, Lei Zhu
ACM MM 2023
Mask-Guided Progressive Network for Joint Raindrop and Rain Streak Removal in Videos
Hongtao Wu, Yijun Yang, Haoyu Chen, Jingjing Ren, Lei Zhu
ACM MM 2023
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 MM 2023
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
Adverse Weather Restoration
ICCV 2023
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
IJCV 2024
Triplane-Smoothed Video Dehazing with CLIP-Enhanced Generalization
Jingjing Ren, Haoyu Chen, Tian Ye, Hongtao Wu, Lei Zhu
AAAI 2025
PromptHaze: Prompting Real-world Dehazing via Depth Anything Model
Tian Ye, Sixiang Chen, Haoyu Chen, Wenhao Chai, Jingjing Ren, Zhaohu Xing, Wenxue Li, Lei Zhu
ECCV 2024
Semi-Supervised Video Desnowing Network via Temporal Decoupling Experts and Distribution-Driven Contrastive Regularization
Hongtao Wu, Yijun Yang, Angelica Aviles-Rivero, Jingjing Ren, Sixiang Chen, Haoyu Chen, Lei Zhu
ACM MM 2023
Mask-Guided Progressive Network for Joint Raindrop and Rain Streak Removal in Videos
Hongtao Wu, Yijun Yang, Haoyu Chen, Jingjing Ren, Lei Zhu
ACM MM 2023
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 MM 2023
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
Adverse Weather
Restoration
ICCV 2023
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
IJCV 2024
Triplane-Smoothed Video Dehazing with CLIP-Enhanced Generalization
Jingjing Ren, Haoyu Chen, Tian Ye, Hongtao Wu, Lei Zhu
AAAI 2025
PromptHaze: Prompting Real-world Dehazing via Depth Anything Model
Tian Ye, Sixiang Chen, Haoyu Chen, Wenhao Chai, Jingjing Ren, Zhaohu Xing, Wenxue Li, Lei Zhu
ECCV 2024
Semi-Supervised Video Desnowing Network via Temporal Decoupling Experts and Distribution-Driven Contrastive Regularization
Hongtao Wu, Yijun Yang, Angelica Aviles-Rivero, Jingjing Ren, Sixiang Chen, Haoyu Chen, Lei Zhu
ACM MM 2023
Mask-Guided Progressive Network for Joint Raindrop and Rain Streak Removal in Videos
Hongtao Wu, Yijun Yang, Haoyu Chen, Jingjing Ren, Lei Zhu
ACM MM 2023
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 MM 2023
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