Tree-guided Group Sparse based Representation for Person Re-identification. - Shangchen Zhou; Hongxun Yao; Wei Yu 004; Yasi Wang (ICIMCS, 2016)

Weighted voxel: a novel voxel representation for 3D reconstruction. - Haozhe Xie; Hongxun Yao; Xiaoshuai Sun; Shangchen Zhou; Xiaojun Tong (ICIMCS, 2018)

Association Study of Alzheimer's Disease with Tree-Guided Sparse Canonical Correlation Analysis. - Shangchen Zhou; Shuai Yuan 018; Zhizhuo Zhang; Zenglin Xu (ICONIP (7), 2018)

DAVANet: Stereo Deblurring With View Aggregation. - Shangchen Zhou; Jiawei Zhang 002; Wangmeng Zuo; Haozhe Xie; Jinshan Pan; Jimmy S. Ren (CVPR, 2019)

Pix2Vox: Context-Aware 3D Reconstruction From Single and Multi-View Images. - Haozhe Xie; Hongxun Yao; Xiaoshuai Sun; Shangchen Zhou; Shengping Zhang (ICCV, 2019)

Spatio-Temporal Filter Adaptive Network for Video Deblurring. - Shangchen Zhou; Jiawei Zhang 002; Jinshan Pan; Wangmeng Zuo; Haozhe Xie; Jimmy S. J. Ren (ICCV, 2019)

Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images. - Haozhe Xie; Hongxun Yao; Xiaoshuai Sun; Shangchen Zhou; Shengping Zhang; Xiaojun Tong (CoRR, 2019)

Toward 3D Object Reconstruction from Stereo Images. - Haozhe Xie; Hongxun Yao; Shangchen Zhou; Shengping Zhang; Xiaoshuai Sun; Wenxiu Sun (CoRR, 2019)

Unsupervised semantic deep hashing. - Sheng Jin 002; Hongxun Yao; Xiaoshuai Sun; Shangchen Zhou (Neurocomputing, 2019)

Gradual recovery based occluded digit images recognition. - Yasi Wang; Hongxun Yao; Wei Yu 004; Dong Wang 030; Shangchen Zhou; Xiaoshuai Sun (Multim. Tools Appl., 2019)

SSAH: Semi-Supervised Adversarial Deep Hashing with Self-Paced Hard Sample Generation. - Sheng Jin 002; Shangchen Zhou; Yao Liu 014; Chao Chen 026; Xiaoshuai Sun; Hongxun Yao; Xian-Sheng Hua 001 (AAAI, 2020)

Hybrid Graph Neural Networks for Crowd Counting. - Ao Luo; Fan Yang 054; Xin Li 079; Dong Nie; Zhicheng Jiao; Shangchen Zhou; Hong Cheng 002 (AAAI, 2020)

Blind Face Restoration via Deep Multi-scale Component Dictionaries. - Xiaoming Li 002; Chaofeng Chen; Shangchen Zhou; Xianhui Lin; Wangmeng Zuo; Lei Zhang 006 (ECCV (9), 2020)

GRNet: Gridding Residual Network for Dense Point Cloud Completion. - Haozhe Xie; Hongxun Yao; Shangchen Zhou; Jiageng Mao; Shengping Zhang; Wenxiu Sun (ECCV (9), 2020)

Cross-Scale Internal Graph Neural Network for Image Super-Resolution. - Shangchen Zhou; Jiawei Zhang 002; Wangmeng Zuo; Chen Change Loy (NeurIPS, 2020)

Flexible Piecewise Curves Estimation for Photo Enhancement. - Chongyi Li; Chunle Guo; Qiming Ai; Shangchen Zhou; Chen Change Loy (CoRR, 2020)

Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple Images. - Haozhe Xie; Hongxun Yao; Shengping Zhang; Shangchen Zhou; Wenxiu Sun (Int. J. Comput. Vis., 2020)

Deep Saliency Hashing for Fine-Grained Retrieval. - Sheng Jin 002; Hongxun Yao; Xiaoshuai Sun; Shangchen Zhou; Lei Zhang 006; Xian-Sheng Hua 001 (IEEE Trans. Image Process., 2020)

Efficient Regional Memory Network for Video Object Segmentation. - Haozhe Xie; Hongxun Yao; Shangchen Zhou; Shengping Zhang; Wenxiu Sun (CVPR, 2021)

NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Methods and Results. - Ren Yang; Radu Timofte; Jing Liu 031; Yi Xu 003; Xinjian Zhang; Minyi Zhao; Shuigeng Zhou; Kelvin C. K. Chan; Shangchen Zhou; Xiangyu Xu 002; Chen Change Loy; Xin Li 106; et al. (CoRR, 2021)

Toward 3D object reconstruction from stereo images. - Haozhe Xie; Hongxun Yao; Shangchen Zhou; Shengping Zhang; Xiaojun Tong; Wenxiu Sun (Neurocomputing, 2021)

Investigating Tradeoffs in Real-World Video Super-Resolution. - Kelvin C. K. Chan; Shangchen Zhou; Xiangyu Xu 002; Chen Change Loy (CVPR, 2022)

BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment. - Kelvin C. K. Chan; Shangchen Zhou; Xiangyu Xu 002; Chen Change Loy (CVPR, 2022)

NTIRE 2022 Challenge on Night Photography Rendering. - Egor I. Ershov; Alexey Savchik; Denis A. Shepelev; Nikola Banic; Michael S. Brown; Radu Timofte; Karlo Koscevic; Michael Freeman; Vasily Tesalin; Dmitry Bocharov; Illya Semenkov; Marko Subasic; et al. (CVPR Workshops, 2022)

MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results. - Ruicheng Feng; Chongyi Li; Shangchen Zhou; Wenxiu Sun; Qingpeng Zhu; Jun Jiang; Qingyu Yang; Chen Change Loy; Jinwei Gu; Yurui Zhu; Xi Wang; Xueyang Fu; et al. (ECCV Workshops (5), 2022)

MIPI 2022 Challenge on RGB+ToF Depth Completion: Dataset and Report. - Wenxiu Sun; Qingpeng Zhu; Chongyi Li; Ruicheng Feng; Shangchen Zhou; Jun Jiang; Qingyu Yang; Chen Change Loy; Jinwei Gu; Dewang Hou; Kai Zhao; Liying Lu; et al. (ECCV Workshops (5), 2022)

MIPI 2022 Challenge on RGBW Sensor Re-mosaic: Dataset and Report. - Qingyu Yang; Guang Yang; Jun Jiang; Chongyi Li; Ruicheng Feng; Shangchen Zhou; Wenxiu Sun; Qingpeng Zhu; Chen Change Loy; Jinwei Gu; Lingchen Sun; Rongyuan Wu; et al. (ECCV Workshops (5), 2022)

MIPI 2022 Challenge on RGBW Sensor Fusion: Dataset and Report. - Qingyu Yang; Guang Yang; Jun Jiang; Chongyi Li; Ruicheng Feng; Shangchen Zhou; Wenxiu Sun; Qingpeng Zhu; Chen Change Loy; Jinwei Gu; Zhen Wang 029; Daoyu Li; et al. (ECCV Workshops (5), 2022)

MIPI 2022 Challenge on Quad-Bayer Re-mosaic: Dataset and Report. - Qingyu Yang; Guang Yang; Jun Jiang; Chongyi Li; Ruicheng Feng; Shangchen Zhou; Wenxiu Sun; Qingpeng Zhu; Chen Change Loy; Jinwei Gu; Zhen Wang 029; Daoyu Li; et al. (ECCV Workshops (5), 2022)

LEDNet: Joint Low-Light Enhancement and Deblurring in the Dark. - Shangchen Zhou; Chongyi Li; Chen Change Loy (ECCV (6), 2022)

Flare7K: A Phenomenological Nighttime Flare Removal Dataset. - Yuekun Dai; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Chen Change Loy (NeurIPS, 2022)

Towards Robust Blind Face Restoration with Codebook Lookup Transformer. - Shangchen Zhou; Kelvin C. K. Chan; Chongyi Li; Chen Change Loy (NeurIPS, 2022)

On the Generalization of BasicVSR++ to Video Deblurring and Denoising. - Kelvin C. K. Chan; Shangchen Zhou; Xiangyu Xu 002; Chen Change Loy (CoRR, 2022)

CuDi: Curve Distillation for Efficient and Controllable Exposure Adjustment. - Chongyi Li; Chunle Guo; Ruicheng Feng; Shangchen Zhou; Chen Change Loy (CoRR, 2022)

MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results. - Ruicheng Feng; Chongyi Li; Shangchen Zhou; Wenxiu Sun; Qingpeng Zhu; Jun Jiang; Qingyu Yang; Chen Change Loy; Jinwei Gu (CoRR, 2022)

MIPI 2022 Challenge on RGB+ToF Depth Completion: Dataset and Report. - Wenxiu Sun; Qingpeng Zhu; Chongyi Li; Ruicheng Feng; Shangchen Zhou; Jun Jiang; Qingyu Yang; Chen Change Loy; Jinwei Gu (CoRR, 2022)

MIPI 2022 Challenge on Quad-Bayer Re-mosaic: Dataset and Report. - Qingyu Yang; Guang Yang; Jun Jiang; Chongyi Li; Ruicheng Feng; Shangchen Zhou; Wenxiu Sun; Qingpeng Zhu; Chen Change Loy; Jinwei Gu (CoRR, 2022)

MIPI 2022 Challenge on RGBW Sensor Fusion: Dataset and Report. - Qingyu Yang; Guang Yang; Jun Jiang; Chongyi Li; Ruicheng Feng; Shangchen Zhou; Wenxiu Sun; Qingpeng Zhu; Chen Change Loy; Jinwei Gu (CoRR, 2022)

MIPI 2022 Challenge on RGBW Sensor Re-mosaic: Dataset and Report. - Qingyu Yang; Guang Yang; Jun Jiang; Chongyi Li; Ruicheng Feng; Shangchen Zhou; Wenxiu Sun; Qingpeng Zhu; Chen Change Loy; Jinwei Gu (CoRR, 2022)

Deep Dynamic Scene Deblurring From Optical Flow. - Jiawei Zhang 002; Jinshan Pan; Daoye Wang; Shangchen Zhou; Xing Wei 001; Furong Zhao; Jianbo Liu; Jimmy S. J. Ren (IEEE Trans. Circuits Syst. Video Technol., 2022)

MIPI 2023 Challenge on Nighttime Flare Removal: Methods and Results. - Yuekun Dai; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Qingpeng Zhu; Qianhui Sun 002; Wenxiu Sun; Chen Change Loy; Jinwei Gu; Shuai Liu 009; Hao Wang 073; Chaoyu Feng; et al. (CVPR Workshops, 2023)

Nighttime Smartphone Reflective Flare Removal Using Optical Center Symmetry Prior. - Yuekun Dai; Yihang Luo; Shangchen Zhou; Chongyi Li; Chen Change Loy (CVPR, 2023)

FlexiCurve: Flexible Piecewise Curves Estimation for Photo Retouching. - Chongyi Li; Chunle Guo; Shangchen Zhou; Qiming Ai; Ruicheng Feng; Chen Change Loy (CVPR Workshops, 2023)

MIPI 2023 Challenge on RGBW Remosaic: Methods and Results. - Qianhui Sun 002; Qingyu Yang; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Yuekun Dai; Wenxiu Sun; Qingpeng Zhu; Chen Change Loy; Jinwei Gu; Yuqing Liu; Hongyuan Yu; et al. (CVPR Workshops, 2023)

MIPI 2023 Challenge on RGBW Fusion: Methods and Results. - Qianhui Sun 002; Qingyu Yang; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Yuekun Dai; Wenxiu Sun; Qingpeng Zhu; Chen Change Loy; Jinwei Gu; Hongyuan Yu; Yuqing Liu; et al. (CVPR Workshops, 2023)

MIPI 2023 Challenge on RGB+ToF Depth Completion: Methods and Results. - Qingpeng Zhu; Wenxiu Sun; Yuekun Dai; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Qianhui Sun 002; Chen Change Loy; Jinwei Gu; Yi Yu; Yangke Huang; Kang Zhang; et al. (CVPR Workshops, 2023)

Iterative Prompt Learning for Unsupervised Backlit Image Enhancement. - Zhexin Liang; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Chen Change Loy (ICCV, 2023)

ProPainter: Improving Propagation and Transformer for Video Inpainting. - Shangchen Zhou; Chongyi Li; Kelvin C. K. Chan; Chen Change Loy (ICCV, 2023)

Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement. - Chongyi Li; Chun-Le Guo; Man Zhou; Zhexin Liang; Shangchen Zhou; Ruicheng Feng; Chen Change Loy (ICLR, 2023)

PGDiff: Guiding Diffusion Models for Versatile Face Restoration via Partial Guidance. - Peiqing Yang 001; Shangchen Zhou; Qingyi Tao; Chen Change Loy (NeurIPS, 2023)

MIPI 2023 Challenge on RGBW Fusion: Methods and Results. - Qianhui Sun 002; Qingyu Yang; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Yuekun Dai; Wenxiu Sun; Qingpeng Zhu; Chen Change Loy; Jinwei Gu (CoRR, 2023)

MIPI 2023 Challenge on RGBW Remosaic: Methods and Results. - Qianhui Sun 002; Qingyu Yang; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Yuekun Dai; Wenxiu Sun; Qingpeng Zhu; Chen Change Loy; Jinwei Gu (CoRR, 2023)

MIPI 2023 Challenge on Nighttime Flare Removal: Methods and Results. - Yuekun Dai; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Qingpeng Zhu; Qianhui Sun 002; Wenxiu Sun; Chen Change Loy; Jinwei Gu (CoRR, 2023)

Learning Dual Memory Dictionaries for Blind Face Restoration. - Xiaoming Li 002; Shiguang Zhang; Shangchen Zhou; Lei Zhang 006; Wangmeng Zuo (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Iterative Token Evaluation and Refinement for Real-World Super-resolution. - Chaofeng Chen; Shangchen Zhou; Liang Liao; Haoning Wu 001; Wenxiu Sun; Qiong Yan; Weisi Lin (AAAI, 2024)

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)

Learning Inclusion Matching for Animation Paint Bucket Colorization. - Yuekun Dai; Shangchen Zhou; Qinyue Li; Chongyi Li; Chen Change Loy (CVPR, 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)

Towards Language-Driven Video Inpainting via Multimodal Large Language Models. - Jianzong Wu; Xiangtai Li; Chenyang Si; Shangchen Zhou; Jingkang Yang; Jiangning Zhang; Yining Li; Kai Chen 026; Yunhai Tong; Ziwei Liu 002; Chen Change Loy (CVPR, 2024)

Upscale-A-Video: Temporal-Consistent Diffusion Model for Real-World Video Super-Resolution. - Shangchen Zhou; Peiqing Yang 001; Jianyi Wang; Yihang Luo; Chen Change Loy (CVPR, 2024)

LN3Diff: Scalable Latent Neural Fields Diffusion for Speedy 3D Generation. - Yushi Lan; Fangzhou Hong; Shuai Yang 001; Shangchen Zhou; Xuyi Meng; Bo Dai 002; Xingang Pan; Chen Change Loy (ECCV (4), 2024)

Adaptive Window Pruning for Efficient Local Motion Deblurring. - Haoying Li; Jixin Zhao; Shangchen Zhou; Huajun Feng; Chongyi Li; Chen Change Loy (ICLR, 2024)

Control Color: Multimodal Diffusion-based Interactive Image Colorization. - Zhexin Liang; Zhaochen Li; Shangchen Zhou; Chongyi Li; Chen Change Loy (CoRR, 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)

Paint Bucket Colorization Using Anime Character Color Design Sheets. - Yuekun Dai; Qinyue Li; Shangchen Zhou; Yihang Luo; Chongyi Li; Chen Change Loy (CoRR, 2024)

GaussianAnything: Interactive Point Cloud Latent Diffusion for 3D Generation. - Yushi Lan; Shangchen Zhou; Zhaoyang Lyu; Fangzhou Hong; Shuai Yang 001; Bo Dai 002; Xingang Pan; Chen Change Loy (CoRR, 2024)

ObjCtrl-2.5D: Training-free Object Control with Camera Poses. - Zhouxia Wang; Yushi Lan; Shangchen Zhou; Chen Change Loy (CoRR, 2024)

Flare7K++: Mixing Synthetic and Real Datasets for Nighttime Flare Removal and Beyond. - Yuekun Dai; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Yihang Luo; Chen Change Loy (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)

MatAnyone: Stable Video Matting with Consistent Memory Propagation. - Peiqing Yang 001; Shangchen Zhou; Jixin Zhao; Qingyi Tao; Chen Change Loy (CVPR, 2025)

SAR3D: Autoregressive 3D Object Generation and Understanding via Multi-scale 3D VQVAE. - Yongwei Chen; Yushi Lan; Shangchen Zhou; Tengfei Wang 002; Xingang Pan (CVPR, 2025)

3DEnhancer: Consistent Multi-View Diffusion for 3D Enhancement. - Yihang Luo; Shangchen Zhou; Yushi Lan; Xingang Pan; Chen Change Loy (CVPR, 2025)

GaussianAnything: Interactive Point Cloud Flow Matching for 3D Generation. - Yushi Lan; Shangchen Zhou; Zhaoyang Lyu; Fangzhou Hong; Shuai Yang 001; Bo Dai 002; Xingang Pan; Chen Change Loy (ICLR, 2025)

Bokeh Diffusion: Defocus Blur Control in Text-to-Image Diffusion Models. - Armando Fortes; Tianyi Wei; Shangchen Zhou; Xingang Pan (CoRR, 2025)

ObjectClear: Complete Object Removal via Object-Effect Attention. - Jixin Zhao; Shangchen Zhou; Zhouxia Wang; Peiqing Yang 001; Chen Change Loy (CoRR, 2025)

LaVie: High-Quality Video Generation with Cascaded Latent Diffusion Models. - Yaohui Wang 001; Xinyuan Chen; Xin Ma; Shangchen Zhou; Ziqi Huang; Yi Wang 074; Ceyuan Yang; Yinan He; Jiashuo Yu; Peiqing Yang 001; Yuwei Guo 002; Tianxing Wu 002; et al. (Int. J. Comput. Vis., 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)

Trans-Adapter: A Plug-and-Play Framework for Transparent Image Inpainting. - Yuekun Dai; Haitian Li; Shangchen Zhou; Chen Change Loy (CoRR, 2025)

STream3R: Scalable Sequential 3D Reconstruction with Causal Transformer. - Yushi Lan; Yihang Luo; Fangzhou Hong; Shangchen Zhou; Honghua Chen; Zhaoyang Lyu; Shuai Yang 001; Bo Dai 002; Chen Change Loy; Xingang Pan (CoRR, 2025)