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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

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.

Mainly intrest in computer vision, especially in Low-level Vision, Image Processing, Multi-Modal Models and Generative Models.

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 intrest in computer vision, especially in Low-level Vision, Image Processing, Multi-Modal Models and Generative Models.

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 intrest in computer vision, especially in Low-level Vision, Image Processing, Multi-Modal Models and Generative Models.

Mainly intrest in computer vision, especially in Low-level Vision, Image Processing, Multi-Modal Models and Generative Models.

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Some of my recent photography

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Some of my recent photography

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Some of my recent photography

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Some of my recent photography

Here’s What I’ve Worked On.

  • Image Restoration Agent

    Autonomous Image Restoration Agent via Multimodal Large Language Models

    NeurIPS 2024

  • Customized Artistic Poster Generation

    A Go-to Framework for Customized Artistic Poster Generation

    CVPR 2025

  • Snow Removal in Video

    Snow Removal in Video: A New Dataset and A Novel Method

    ICCV 2023

  • VLM-powered Restoration Agent with Human Feedback Alignment

    Elevating Autonomous Driving Perception with Intelligent Image Restoration 

    CVPR 2025

  • Generalizable Deep Image Denoising

    Masked Image Training for Generalizable Deep Image Denoising

    CVPR 2023

  • Improving Generalization
    for Image Super-Resolution

    Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning

    CVPR 2024

Experience

2025.5 - Present

Research Intern at

Adobe

Adobe

Adobe

2021.6 - 2022.2

Research Intern at

Xiaobing.AI

Xiaobing.AI

Xiaobing.AI

2020.5 - 2020.11

Research Intern at

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

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Tennis

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Tennis

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Diving

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Diving

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Diving

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Photography

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Photography

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Photography

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Outdoor

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Outdoor

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Outdoor

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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

arXiv 2023

Towards Flexible, Scalable, and Adaptive Multi-Modal Conditioned Face Synthesis 

Jingjing Ren, Cheng Xu, Haoyu Chen, Xinran Qin, Chongyi Li, 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

arXiv 2023

Towards Flexible, Scalable, and Adaptive Multi-Modal Conditioned Face Synthesis 

Jingjing Ren, Cheng Xu, Haoyu Chen, Xinran Qin, Chongyi Li, 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

arXiv 2023

Towards Flexible, Scalable, and Adaptive Multi-Modal Conditioned Face Synthesis 

Jingjing Ren, Cheng Xu, Haoyu Chen, Xinran Qin, Chongyi Li, Lei Zhu

Multi-Modal Models and Agents

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

CVPR 2025

JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration

Yunlong Lin*, Zixu Lin*, Haoyu Chen*, Panwang Pan*, Chenxin Li, Sixiang Chen, Kairun Wen, Yeying Jin, Wenbo Li, Xinghao Ding

Multi-Modal Models and Agents

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

CVPR 2025

JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration

Yunlong Lin*, Zixu Lin*, Haoyu Chen*, Panwang Pan*, Chenxin Li, Sixiang Chen, Kairun Wen, Yeying Jin, Wenbo Li, Xinghao Ding

Multi-Modal Models

and Agents

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

CVPR 2025

JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration

Yunlong Lin*, Zixu Lin*, Haoyu Chen*, Panwang Pan*, Chenxin Li, Sixiang Chen, Kairun Wen, Yeying Jin, Wenbo Li, Xinghao Ding

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

ECCV 2020

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

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

ECCV 2020

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

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

ECCV 2020

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

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

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

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

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