AIM 2019 Challenge on Video Extreme Super-Resolution: Methods and Results. - Dario Fuoli; Xiaoyong Shen; Shutao Xia; Yurong Dai; Jiaya Jia; Peng Yi 002; Zhongyuan Wang 001; Kui Jiang; Junjun Jiang; Jiayi Ma 001; Zhiwei Zhong; Shuhang Gu; et al. (ICCV Workshops, 2019)

AIM 2019 Challenge on Image Extreme Super-Resolution: Methods and Results. - Shuhang Gu; Hanwen Liu; Dan Zhu; Tangxin Xie; Xin Yang 009; Chen Zhu; Jia Yu 018; Wenyu Sun; Xin Tao 001; Zijun Deng; Liying Lu; Martin Danelljan; et al. (ICCV Workshops, 2019)

MuCAN: Multi-correspondence Aggregation Network for Video Super-Resolution. - Wenbo Li 002; Xin Tao 001; Taian Guo; Lu Qi; Jiangbo Lu; Jiaya Jia (ECCV (10), 2020)

LAPAR: Linearly-Assembled Pixel-Adaptive Regression Network for Single Image Super-resolution and Beyond. - Wenbo Li 002; Kun Zhou 001; Lu Qi; Nianjuan Jiang; Jiangbo Lu; Jiaya Jia (NeurIPS, 2020)

MASA-SR: Matching Acceleration and Spatial Adaptation for Reference-Based Image Super-Resolution. - Liying Lu; Wenbo Li 002; Xin Tao 001; Jiangbo Lu; Jiaya Jia (CVPR, 2021)

A High-Performance Accelerator for Super-Resolution Processing on Embedded GPU. - Wenqian Zhao; Qi Sun 002; Yang Bai; Wenbo Li 002; Haisheng Zheng; Bei Yu 001; Martin D. F. Wong (ICCAD, 2021)

Best-Buddy GANs for Highly Detailed Image Super-Resolution. - Wenbo Li 002; Kun Zhou 001; Lu Qi; Liying Lu; Nianjuan Jiang; Jiangbo Lu; Jiaya Jia (CoRR, 2021)

On Efficient Transformer and Image Pre-training for Low-level Vision. - Wenbo Li 002; Xin Lu 006; Jiangbo Lu; Xiangyu Zhang 005; Jiaya Jia (CoRR, 2021)

Best-Buddy GANs for Highly Detailed Image Super-resolution. - Wenbo Li 002; Kun Zhou 001; Lu Qi; Liying Lu; Jiangbo Lu (AAAI, 2022)

Video Demoiréing with Relation-Based Temporal Consistency. - Peng Dai 003; Xin Yu 004; Lan Ma; Baoheng Zhang; Jia Li 008; Wenbo Li 002; Jiajun Shen; Xiaojuan Qi 001 (CVPR, 2022)

MAT: Mask-Aware Transformer for Large Hole Image Inpainting. - Wenbo Li 002; Zhe Lin 001; Kun Zhou 001; Lu Qi; Yi Wang 074; Jiaya Jia (CVPR, 2022)

Revisiting Temporal Alignment for Video Restoration. - Kun Zhou 001; Wenbo Li 002; Liying Lu; Xiaoguang Han 001; Jiangbo Lu (CVPR, 2022)

Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoiréing. - Xin Yu 004; Peng Dai 003; Wenbo Li 002; Lan Ma; Jiajun Shen; Jia Li 008; Xiaojuan Qi 001 (ECCV (18), 2022)

Mutual Guidance and Residual Integration for Image Enhancement. - Kun Zhou 001; Kenkun Liu; Wenbo Li 002; Xiaoguang Han 001; Jiangbo Lu (CoRR, 2022)

SDM: Spatial Diffusion Model for Large Hole Image Inpainting. - Wenbo Li 002; Xin Yu 004; Kun Zhou 001; Yibing Song; Zhe Lin 001; Jiaya Jia (CoRR, 2022)

Exploring Motion Ambiguity and Alignment for High-Quality Video Frame Interpolation. - Kun Zhou 001; Wenbo Li 002; Xiaoguang Han 001; Jiangbo Lu (CVPR, 2023)

Texture Generation on 3D Meshes with Point-UV Diffusion. - Xin Yu 004; Peng Dai 003; Wenbo Li 002; Lan Ma; Zhengzhe Liu; Xiaojuan Qi 001 (ICCV, 2023)

On Efficient Transformer-Based Image Pre-training for Low-Level Vision. - Wenbo Li 002; Xin Lu 006; Shengju Qian; Jiangbo Lu (IJCAI, 2023)

A High-Performance Accelerator for Super-Resolution Processing on Embedded GPU. - Wenqian Zhao; Yang Bai; Qi Sun 002; Wenbo Li 002; Haisheng Zheng; Nianjuan Jiang; Jiangbo Lu; Bei Yu 001; Martin D. F. Wong (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

What Makes for Good Tokenizers in Vision Transformer? - Shengju Qian; Yi Zhu 001; Wenbo Li 002; Mu Li 003; Jiaya Jia (IEEE Trans. Pattern Anal. Mach. Intell., 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)

Video-P2P: Video Editing with Cross-Attention Control. - Shaoteng Liu; Yuechen Zhang; Wenbo Li 002; Zhe Lin 001; Jiaya Jia (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)

Unveiling Advanced Frequency Disentanglement Paradigm for Low-Light Image Enhancement. - Kun Zhou 001; Xinyu Lin; Wenbo Li 002; Xiaogang Xu 002; Yuanhao Cai; Zhonghang Liu; Xiaoguang Han 001; Jiangbo Lu (ECCV (7), 2024)

Image Inpainting via Iteratively Decoupled Probabilistic Modeling. - Wenbo Li 002; Xin Yu 004; Kun Zhou 001; Yibing Song; Zhe Lin 001 (ICLR, 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)

Efficient Real-world Image Super-Resolution Via Adaptive Directional Gradient Convolution. - Long Peng 003; Yang Cao 010; Renjing Pei; Wenbo Li 002; Jiaming Guo; Xueyang Fu; Yang Wang 015; Zheng-Jun Zha (CoRR, 2024)

Towards Realistic Data Generation for Real-World Super-Resolution. - Long Peng 003; Wenbo Li 002; Renjing Pei; Jingjing Ren; Xueyang Fu; Yang Wang 015; Yang Cao 010; Zheng-Jun Zha (CoRR, 2024)

ResMaster: Mastering High-Resolution Image Generation via Structural and Fine-Grained Guidance. - Shuwei Shi; Wenbo Li 002; Yuechen Zhang; Jingwen He; Biao Gong; Yinqiang Zheng (CoRR, 2024)

DaLPSR: Leverage Degradation-Aligned Language Prompt for Real-World Image Super-Resolution. - Aiwen Jiang; Zhi Wei 004; Long Peng 003; Feiqiang Liu; Wenbo Li 002; Mingwen Wang 001 (CoRR, 2024)

ControlNeXt: Powerful and Efficient Control for Image and Video Generation. - Bohao Peng; Jian Wang; Yuechen Zhang; Wenbo Li 002; Ming-Chang Yang; Jiaya Jia (CoRR, 2024)

BiDense: Binarization for Dense Prediction. - Rui Yin; Haotong Qin; Yulun Zhang 001; Wenbo Li 002; Yong Guo; Jianjun Zhu; Cheng Wang; Biao Jia (CoRR, 2024)

Beyond Pixels: Text Enhances Generalization in Real-World Image Restoration. - Haoze Sun; Wenbo Li 002; Jiayue Liu; Kaiwen Zhou; Yongqiang Chen 002; Yong Guo; Yanwei Li; Renjing Pei; Long Peng 003; Yujiu Yang (CoRR, 2024)

UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity. - Jingbo Lin; Zhilu Zhang 001; Wenbo Li 002; Renjing Pei; Hang Xu 004; Hongzhi Zhang; Wangmeng Zuo (CoRR, 2024)

From NeRFLiX to NeRFLiX++: A General NeRF-Agnostic Restorer Paradigm. - Kun Zhou 001; Wenbo Li 002; Nianjuan Jiang; Xiaoguang Han 001; Jiangbo Lu (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Restabilizing Diffusion Models with Predictive Noise Fusion Strategy for Image Super-Resolution. - Luoqian Jiang; Yong Guo; Bingna Xu; Haolin Pan; Jiezhang Cao; Wenbo Li 002; Jian Chen 011 (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)

QMambaBSR: Burst Image Super-Resolution with Query State Space Model. - Xin Di; Long Peng 003; Peizhe Xia; Wenbo Li 002; Renjing Pei; Yang Cao 010; Yang Wang 015; Zheng-Jun Zha (CVPR, 2025)

MambaIRv2: Attentive State Space Restoration. - Hang Guo; Yong Guo; Yaohua Zha; Yulun Zhang 001; Wenbo Li 002; Tao Dai 001; Shu-Tao Xia; Yawei Li 001 (CVPR, 2025)

MC^2: Multi-concept Guidance for Customized Multi-concept Generation. - Jiaxiu Jiang; Yabo Zhang; Kailai Feng; Xiaohe Wu; Wenbo Li 002; Renjing Pei; Fan Li; Wangmeng Zuo (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)

PassionSR: Post-Training Quantization with Adaptive Scale in One-Step Diffusion based Image Super-Resolution. - Libo Zhu; Jianze Li; Haotong Qin; Wenbo Li 002; Yulun Zhang 001; Yong Guo; Xiaokang Yang 001 (CVPR, 2025)

Towards Realistic Data Generation for Real-World Super-Resolution. - Long Peng 003; Wenbo Li 002; Renjing Pei; Jingjing Ren; Jiaqi Xu; Yang Wang 015; Yang Cao 010; Zheng-Jun Zha (ICLR, 2025)

Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration. - Long Peng 003; Xin Di; Zhanfeng Feng; Wenbo Li 002; Renjing Pei; Yang Wang 015; Xueyang Fu; Yang Cao 010; Zheng-Jun Zha (CoRR, 2025)

One Diffusion Step to Real-World Super-Resolution via Flow Trajectory Distillation. - Jianze Li; Jiezhang Cao; Yong Guo; Wenbo Li 002; Yulun Zhang 001 (CoRR, 2025)

Compression-Aware One-Step Diffusion Model for JPEG Artifact Removal. - Jinpei Guo; Zheng Chen 014; Wenbo Li 002; Yong Guo; Yulun Zhang 001 (CoRR, 2025)

QArtSR: Quantization via Reverse-Module and Timestep-Retraining in One-Step Diffusion based Image Super-Resolution. - Libo Zhu; Haotong Qin; Kaicheng Yang; Wenbo Li 002; Yong Guo; Yulun Zhang 001; Susanto Rahardja; Xiaokang Yang 001 (CoRR, 2025)

Pixel to Gaussian: Ultra-Fast Continuous Super-Resolution with 2D Gaussian Modeling. - Long Peng 003; Anran Wu; Wenbo Li 002; Peizhe Xia; Xueyuan Dai; Xinjie Zhang; Xin Di; Haoze Sun; Renjing Pei; Yang Wang 015; Yang Cao 010; Zheng-Jun Zha (CoRR, 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)

PMQ-VE: Progressive Multi-Frame Quantization for Video Enhancement. - Zhanfeng Feng; Long Peng 003; Xin Di; Yong Guo; Wenbo Li 002; Yulun Zhang 001; Renjing Pei; Yang Wang 015; Yang Cao 010; Zheng-Jun Zha (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)

TurboVSR: Fantastic Video Upscalers and Where to Find Them. - Zhongdao Wang; Guodongfang Zhao; Jingjing Ren; Bailan Feng; Shifeng Zhang; Wenbo Li 002 (CoRR, 2025)

LoViC: Efficient Long Video Generation with Context Compression. - Jiaxiu Jiang; Wenbo Li 002; Jingjing Ren; Yuping Qiu; Yong Guo; Xiaogang Xu 002; Han Wu; Wangmeng Zuo (CoRR, 2025)