Semi-supervised learning through adaptive Laplacian graph trimming. - Zongsheng Yue; Deyu Meng; Juan He; Gemeng Zhang (Image Vis. Comput., 2017)

Hyperspectral Image Restoration under Complex Multi-Band Noises. - Zongsheng Yue; Deyu Meng; Yongqing Sun; Qian Zhao 002 (Remote. Sens., 2018)

Variational Denoising Network: Toward Blind Noise Modeling and Removal. - Zongsheng Yue; Hongwei Yong; Qian Zhao 002; Deyu Meng; Lei Zhang 006 (NeurIPS, 2019)

Dual Adversarial Network: Toward Real-World Noise Removal and Noise Generation. - Zongsheng Yue; Qian Zhao 002; Lei Zhang 006; Deyu Meng (ECCV (10), 2020)

From Rain Removal to Rain Generation. - Hong Wang 021; Zongsheng Yue; Qi Xie; Qian Zhao 002; Deyu Meng (CoRR, 2020)

Variational Image Restoration Network. - Zongsheng Yue; Hongwei Yong; Qian Zhao 002; Lei Zhang 006; Deyu Meng (CoRR, 2020)

Robust Multiview Subspace Learning With Nonindependently and Nonidentically Distributed Complex Noise. - Zongsheng Yue; Hongwei Yong; Deyu Meng; Qian Zhao 002; Yee Leung; Lei Zhang 006 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Learning an Explicit Weighting Scheme for Adapting Complex HSI Noise. - Xiangyu Rui; Xiangyong Cao; Qi Xie; Zongsheng Yue; Qian Zhao 002; Deyu Meng (CVPR, 2021)

From Rain Generation to Rain Removal. - Hong Wang 021; Zongsheng Yue; Qi Xie; Qian Zhao 002; Yefeng Zheng 001; Deyu Meng (CVPR, 2021)

Semi-Supervised Video Deraining With Dynamical Rain Generator. - Zongsheng Yue; Jianwen Xie; Qian Zhao 002; Deyu Meng (CVPR, 2021)

Unsupervised Single Image Super-resolution Under Complex Noise. - Zongsheng Yue; Qian Zhao 002; Jianwen Xie; Lei Zhang 006; Deyu Meng (CoRR, 2021)

Blind Image Super-resolution with Elaborate Degradation Modeling on Noise and Kernel. - Zongsheng Yue; Qian Zhao 002; Jianwen Xie; Lei Zhang 006; Deyu Meng; Kwan-Yee K. Wong (CVPR, 2022)

A deep variational Bayesian framework for blind image deblurring. - Qian Zhao 002; Hui Wang 103; Zongsheng Yue; Deyu Meng (Knowl. Based Syst., 2022)

ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting. - Zongsheng Yue; Jianyi Wang; Chen Change Loy (NeurIPS, 2023)

Unsupervised Pansharpening via Low-rank Diffusion Model. - Xiangyu Rui; Xiangyong Cao; Zeyu Zhu; Zongsheng Yue; Deyu Meng (CoRR, 2023)

MIPI 2024 Challenge on Few-shot RAW Image Denoising: Methods and Results. - Xin Jin 005; Chunle Guo; Xiaoming Li 002; Zongsheng Yue; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Yuekun Dai; Peiqing Yang 001; Chen Change Loy; Ruoqi Li; Chang Liu 030; et al. (CVPR Workshops, 2024)

MIPI 2024 Challenge on Nighttime Flare Removal: Methods and Results. - Yuekun Dai; Dafeng Zhang; Xiaoming Li 002; Zongsheng Yue; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Peiqing Yang 001; Zhezhu Jin; Guanqun Liu 005; Chen Change Loy (CVPR Workshops, 2024)

MIPI 2024 Challenge on Demosaic for Hybridevs Camera: Methods and Results. - Yaqi Wu; Zhihao Fan; Xiaofeng Chu; Jimmy S. Ren; Xiaoming Li 002; Zongsheng Yue; Chongyi Li; Shangcheng Zhou; Ruicheng Feng; Yuekun Dai; Peiqing Yang 001; Chen Change Loy; et al. (CVPR Workshops, 2024)

Blind Image Deconvolution by Generative-Based Kernel Prior and Initializer via Latent Encoding. - Jiangtao Zhang; Zongsheng Yue; Hui Wang 103; Qian Zhao 002; Deyu Meng (ECCV (46), 2024)

MIPI 2024 Challenge on Nighttime Flare Removal: Methods and Results. - Yuekun Dai; Dafeng Zhang; Xiaoming Li 002; Zongsheng Yue; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Peiqing Yang 001; Zhezhu Jin; Guanqun Liu 005; Chen Change Loy; Lize Zhang; et al. (CoRR, 2024)

Degradation-Guided One-Step Image Super-Resolution with Diffusion Priors. - Aiping Zhang; Zongsheng Yue; Renjing Pei; Wenqi Ren; Xiaochun Cao (CoRR, 2024)

Omegance: A Single Parameter for Various Granularities in Diffusion-Based Synthesis. - Xinyu Hou; Zongsheng Yue; Xiaoming Li 002; Chen Change Loy (CoRR, 2024)

Unsupervised hyperspectral pansharpening via low-rank diffusion model. - Xiangyu Rui; Xiangyong Cao; Li Pang; Zeyu Zhu; Zongsheng Yue; Deyu Meng (Inf. Fusion, 2024)

Deep Variational Network Toward Blind Image Restoration. - Zongsheng Yue; Hongwei Yong; Qian Zhao 002; Lei Zhang 006; Deyu Meng; Kwan-Yee K. Wong (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Exploiting Diffusion Prior for Real-World Image Super-Resolution. - Jianyi Wang; Zongsheng Yue; Shangchen Zhou; Kelvin C. K. Chan; Chen Change Loy (Int. J. Comput. Vis., 2024)

DifFace: Blind Face Restoration With Diffused Error Contraction. - Zongsheng Yue; Chen Change Loy (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Arbitrary-steps Image Super-resolution via Diffusion Inversion. - Zongsheng Yue; Kang Liao; Chen Change Loy (CVPR, 2025)

Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration. - Kang Liao; Zongsheng Yue; Zhouxia Wang; Chen Change Loy (ICLR, 2025)

Efficient Diffusion Model for Image Restoration by Residual Shifting. - Zongsheng Yue; Jianyi Wang; Chen Change Loy (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training. - Jianyi Wang; Shanchuan Lin; Zhijie Lin 001; Yuxi Ren; Meng Wei 007; Zongsheng Yue; Shangchen Zhou; Hao Chen; Yang Zhao 003; Ceyuan Yang; Xuefeng Xiao 001; Chen Change Loy; et al. (CoRR, 2025)

Generative Latent Kernel Modeling for Blind Motion Deblurring. - Chenhao Ding; Jiangtao Zhang; Zongsheng Yue; Hui Wang 103; Qian Zhao 002; Deyu Meng (CoRR, 2025)

MOWA: Multiple-in-One Image Warping Model. - Kang Liao; Zongsheng Yue; Zhonghua Wu; Chen Change Loy (IEEE Trans. Pattern Anal. Mach. Intell., 2025)