AIM 2020 Challenge on Video Extreme Super-Resolution: Methods and Results. - Dario Fuoli; Zhiwu Huang; Shuhang Gu; Radu Timofte; Arnau Raventos; Aryan Esfandiari; Salah Karout; Xuan Xu; Xin Li 005; Xin Xiong; Jinge Wang 002; Pablo Navarrete Michelini; et al. (ECCV Workshops (4), 2020)

PIPAL: A Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration. - Jinjin Gu; Haoming Cai; Haoyu Chen 003; Xiaoxing Ye; Jimmy S. Ren; Chao Dong 005 (ECCV (11), 2020)

Image Quality Assessment for Perceptual Image Restoration: A New Dataset, Benchmark and Metric. - Jinjin Gu; Haoming Cai; Haoyu Chen 003; Xiaoxing Ye; Jimmy S. J. Ren; Chao Dong 005 (CoRR, 2020)

Attention in Attention Network for Image Super-Resolution. - Haoyu Chen 003; Jinjin Gu; Zhi Zhang (CoRR, 2021)

Masked Image Training for Generalizable Deep Image Denoising. - Haoyu Chen 003; Jinjin Gu; Yihao Liu 001; Salma Abdel Magid; Chao Dong 005; Qiong Wang 001; Hanspeter Pfister; Lei Zhu 003 (CVPR, 2023)

Snow Removal in Video: A New Dataset and A Novel Method. - Haoyu Chen 003; Jingjing Ren; Jinjin Gu; Hongtao Wu; Xuequan Lu; Haoming Cai; Lei Zhu 003 (ICCV, 2023)

Crafting Training Degradation Distribution for the Accuracy-Generalization Trade-off in Real-World Super-Resolution. - Ruofan Zhang; Jinjin Gu; Haoyu Chen 003; Chao Dong 005; Yulun Zhang 001; Wenming Yang (ICML, 2023)

CPLFormer: Cross-scale Prototype Learning Transformer for Image Snow Removal. - Sixiang Chen; Tian Ye 001; Yun Liu 002; Jinbin Bai; Haoyu Chen 003; Yunlong Lin; Jun Shi; Erkang Chen (ACM Multimedia, 2023)

Uncertainty-Driven Dynamic Degradation Perceiving and Background Modeling for Efficient Single Image Desnowing. - Sixiang Chen; Tian Ye 001; Chenghao Xue; Haoyu Chen 003; Yun Liu 002; Erkang Chen; Lei Zhu 003 (ACM Multimedia, 2023)

Mask-Guided Progressive Network for Joint Raindrop and Rain Streak Removal in Videos. - Hongtao Wu; Yijun Yang; Haoyu Chen 003; Jingjing Ren; Lei Zhu 003 (ACM Multimedia, 2023)

Towards Flexible, Scalable, and Adaptive Multi-Modal Conditioned Face Synthesis. - Jingjing Ren; Cheng Xu; Haoyu Chen 003; Xinran Qin; Chongyi Li; Lei Zhu 003 (CoRR, 2023)

Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning. - Haoyu Chen 003; Wenbo Li 002; Jinjin Gu; Jingjing Ren; Haoze Sun; Xueyi Zou; Zhensong Zhang; Youliang Yan; Lei Zhu 003 (CVPR, 2024)

CoSeR: Bridging Image and Language for Cognitive Super-Resolution. - Haoze Sun; Wenbo Li 002; Jianzhuang Liu; Haoyu Chen 003; Renjing Pei; Xueyi Zou; Youliang Yan; Yujiu Yang (CVPR, 2024)

Semi-supervised Video Desnowing Network via Temporal Decoupling Experts and Distribution-Driven Contrastive Regularization. - Hongtao Wu; Yijun Yang; Angelica I. Avilés-Rivero; Jingjing Ren; Sixiang Chen; Haoyu Chen 003; Lei Zhu 003 (ECCV (10), 2024)

RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models. - Haoyu Chen 003; Wenbo Li 002; Jinjin Gu; Jingjing Ren; Sixiang Chen; Tian Ye 001; Renjing Pei; Kaiwen Zhou; Fenglong Song; Lei Zhu 003 (NeurIPS, 2024)

UltraPixel: Advancing Ultra High-Resolution Image Synthesis to New Peaks. - Jingjing Ren; Wenbo Li 002; Haoyu Chen 003; Renjing Pei; Bin Shao; Yong Guo; Long Peng 003; Fenglong Song; Lei Zhu 003 (NeurIPS, 2024)

PromptHaze: Prompting Real-world Dehazing via Depth Anything Model. - Tian Ye 001; Sixiang Chen; Haoyu Chen 003; Wenhao Chai; Jingjing Ren; Zhaohu Xing; Wenxue Li; Lei Zhu 003 (AAAI, 2025)

POSTA: A Go-to Framework for Customized Artistic Poster Generation. - Haoyu Chen 003; Xiaojie Xu; Wenbo Li 002; Jingjing Ren; Tian Ye 001; Songhua Liu; Ying-Cong Chen; Lei Zhu 003; Xinchao Wang (CVPR, 2025)

JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration. - Yunlong Lin; Zixu Lin; Haoyu Chen 003; Panwang Pan; Chenxin Li; Sixiang Chen; Kairun Wen; Yeying Jin; Wenbo Li 002; Xinghao Ding (CVPR, 2025)

Triplane-Smoothed Video Dehazing with CLIP-Enhanced Generalization. - Jingjing Ren; Haoyu Chen 003; Tian Ye 001; Hongtao Wu; Lei Zhu 003 (Int. J. Comput. Vis., 2025)

JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration. - Yunlong Lin; Zixu Lin; Haoyu Chen 003; Panwang Pan; Chenxin Li; Sixiang Chen; Yeying Jin; Wenbo Li 002; Xinghao Ding (CoRR, 2025)

Turbo2K: Towards Ultra-Efficient and High-Quality 2K Video Synthesis. - Jingjing Ren; Wenbo Li 002; Zhongdao Wang; Haoze Sun; Bangzhen Liu; Haoyu Chen 003; Jiaqi Xu; Aoxue Li; Shifeng Zhang; Bin Shao; Yong Guo; Lei Zhu 003 (CoRR, 2025)

PreGenie: An Agentic Framework for High-quality Visual Presentation Generation. - Xiaojie Xu; Xinli Xu; Sirui Chen; Haoyu Chen 003; Fan Zhang; Ying-Cong Chen (CoRR, 2025)

PhotoArtAgent: Intelligent Photo Retouching with Language Model-Based Artist Agents. - Haoyu Chen 003; Keda Tao; Yizao Wang; Xinlei Wang; Lei Zhu 003; Jinjin Gu (CoRR, 2025)

PosterCraft: Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework. - Sixiang Chen; Jianyu Lai; Jialin Gao; Tian Ye 001; Haoyu Chen 003; Hengyu Shi; Shitong Shao; Yunlong Lin; Song Fei; Zhaohu Xing; Yeying Jin; Junfeng Luo; et al. (CoRR, 2025)

JarvisArt: Liberating Human Artistic Creativity via an Intelligent Photo Retouching Agent. - Yunlong Lin; Zixu Lin; Kunjie Lin; Jinbin Bai; Panwang Pan; Chenxin Li; Haoyu Chen 003; Zhongdao Wang; Xinghao Ding; Wenbo Li 002; Shuicheng Yan (CoRR, 2025)

EventRR: Event Referential Reasoning for Referring Video Object Segmentation. - Huihui Xu; Jiashi Lin; Haoyu Chen 003; Junjun He; Lei Zhu 003 (CoRR, 2025)