DR-Net: Transmission Steered Single Image Dehazing Network with Weakly Supervised Refinement. - Chongyi Li; Jichang Guo; Fatih Porikli; Chunle Guo; Huazhu Fu; Xi Li 001 (CoRR, 2017)

A hybrid method for underwater image correction. - Chongyi Li; Jichang Guo; Chunle Guo; Runmin Cong; Jiachang Gong (Pattern Recognit. Lett., 2017)

Emerging From Water: Underwater Image Color Correction Based on Weakly Supervised Color Transfer. - Chongyi Li; Jichang Guo; Chunle Guo (IEEE Signal Process. Lett., 2018)

Hierarchical Features Driven Residual Learning for Depth Map Super-Resolution. - Chunle Guo; Chongyi Li; Jichang Guo; Runmin Cong; Huazhu Fu; Ping Han (IEEE Trans. Image Process., 2019)

Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement. - Chunle Guo; Chongyi Li; Jichang Guo; Chen Change Loy; Junhui Hou; Sam Kwong; Runmin Cong (CVPR, 2020)

Accurate Light Field Depth Estimation via an Occlusion-Aware Network. - Chunle Guo; Jing Jin 006; Junhui Hou; Jie Chen 026 (ICME, 2020)

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

A parallel down-up fusion network for salient object detection in optical remote sensing images. - Chongyi Li; Runmin Cong; Chunle Guo; Hua Li 012; Chunjie Zhang; Feng Zheng; Yao Zhao 001 (Neurocomputing, 2020)

An Underwater Image Enhancement Benchmark Dataset and Beyond. - Chongyi Li; Chunle Guo; Wenqi Ren; Runmin Cong; Junhui Hou; Sam Kwong; Dacheng Tao (IEEE Trans. Image Process., 2020)

PDR-Net: Perception-Inspired Single Image Dehazing Network With Refinement. - Chongyi Li; Chunle Guo; Jichang Guo; Ping Han; Huazhu Fu; Runmin Cong (IEEE Trans. Multim., 2020)

Deep Retinal Image Non-Uniform Illumination Removal. - Chongyi Li; Huazhu Fu; Miao Yang; Runmin Cong; Chunle Guo (Generalization with Deep Learning, 2021)

Lighting the Darkness in the Deep Learning Era. - Chongyi Li; Chunle Guo; Linghao Han; Jun Jiang; Ming-Ming Cheng; Jinwei Gu; Chen Change Loy (CoRR, 2021)

Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding. - Chongyi Li; Saeed Anwar; Junhui Hou; Runmin Cong; Chunle Guo; Wenqi Ren (IEEE Trans. Image Process., 2021)

FocusCut: Diving into a Focus View in Interactive Segmentation. - Zheng Lin 005; Zheng-Peng Duan; Zhao Zhang 018; Chun-Le Guo; Ming-Ming Cheng (CVPR, 2022)

Towards An End-to-End Framework for Flow-Guided Video Inpainting. - Zhen Li 031; Chengze Lu; Jianhua Qin; Chun-Le Guo; Ming-Ming Cheng (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)

Image Dehazing Transformer with Transmission-Aware 3D Position Embedding. - Chunle Guo; Qixin Yan; Saeed Anwar; Runmin Cong; Wenqi Ren; Chongyi Li (CVPR, 2022)

KnifeCut: Refining Thin Part Segmentation with Cutting Lines. - Zheng Lin 005; Zheng-Peng Duan; Zhao Zhang 018; Chun-Le Guo; Ming-Ming Cheng (ACM Multimedia, 2022)

Image Harmonization by Matching Regional References. - Ziyue Zhu; Zhao Zhang 018; Zheng Lin 005; Ruiqi Wu; Zhi Chai; Chun-Le Guo (CoRR, 2022)

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

BeautyREC: Robust, Efficient, and Content-preserving Makeup Transfer. - Qixin Yan; Chunle Guo; Jixin Zhao; Yuekun Dai; Chen Change Loy; Chongyi Li (CoRR, 2022)

FCMNet: Frequency-aware cross-modality attention networks for RGB-D salient object detection. - Xiao Jin; Chunle Guo; Zhen He; Jing Xu 008; Yongwei Wang; Yuting Su 001 (Neurocomputing, 2022)

Low-Light Image and Video Enhancement Using Deep Learning: A Survey. - Chongyi Li; Chunle Guo; Linghao Han; Jun Jiang; Ming-Ming Cheng; Jinwei Gu; Chen Change Loy (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation. - Chongyi Li; Chunle Guo; Chen Change Loy (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Designing an Illumination-Aware Network for Deep Image Relighting. - Zuo-Liang Zhu; Zhen Li 031; Ruixun Zhang; Chunle Guo; Ming-Ming Cheng (IEEE Trans. Image Process., 2022)

Underwater Ranker: Learn Which Is Better and How to Be Better. - Chunle Guo; Ruiqi Wu; Xin Jin 005; Linghao Han; Weidong Zhang 007; Zhi Chai; Chongyi Li (AAAI, 2023)

DNF: Decouple and Feedback Network for Seeing in the Dark. - Xin Jin 005; Linghao Han; Zhen Li 031; Chun-Le Guo; Zhi Chai; Chongyi Li (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)

AMT: All-Pairs Multi-Field Transforms for Efficient Frame Interpolation. - Zhen Li 031; Zuo-Liang Zhu; Linghao Han; Qibin Hou; Chun-Le Guo; Ming-Ming Cheng (CVPR, 2023)

RIDCP: Revitalizing Real Image Dehazing via High-Quality Codebook Priors. - Ruiqi Wu; Zheng-Peng Duan; Chun-Le Guo; Zhi Chai; Chongyi Li (CVPR, 2023)

BeautyREC: Robust, Efficient, and Component-Specific Makeup Transfer. - Qixin Yan; Chunle Guo; Jixin Zhao; Yuekun Dai; Chen Change Loy; Chongyi Li (CVPR Workshops, 2023)

Lighting Every Darkness in Two Pairs : A Calibration-Free Pipeline for RAW Denoising. - Xin Jin 005; Jia-Wen Xiao; Linghao Han; Chunle Guo; Ruixun Zhang; Xialei Liu; Chongyi Li (ICCV, 2023)

SRFormer: Permuted Self-Attention for Single Image Super-Resolution. - Yupeng Zhou; Zhen Li 031; Chun-Le Guo; Song Bai 001; Ming-Ming Cheng; Qibin Hou (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)

Fourmer: An Efficient Global Modeling Paradigm for Image Restoration. - Man Zhou; Jie Huang 017; Chun-Le Guo; Chongyi Li (ICML, 2023)

Training Your Image Restoration Network Better with Random Weight Network as Optimization Function. - Man Zhou; Naishan Zheng; Yuan Xu; Chun-Le Guo; Chongyi Li (NeurIPS, 2023)

Unlocking Masked Autoencoders as Loss Function for Image and Video Restoration. - Man Zhou; Naishan Zheng; Jie Huang 017; Chunle Guo; Chongyi Li (CoRR, 2023)

Random Weights Networks Work as Loss Prior Constraint for Image Restoration. - Man Zhou; Naishan Zheng; Jie Huang 017; Xiangyu Rui; Chunle Guo; Deyu Meng; Chongyi Li; Jinwei Gu (CoRR, 2023)

Unlocking Low-Light-Rainy Image Restoration by Pairwise Degradation Feature Vector Guidance. - Xin Lin; Jingtong Yue; Chao Ren 002; Chun-Le Guo; Chongyi Li (CoRR, 2023)

LAMP: Learn A Motion Pattern for Few-Shot-Based Video Generation. - Ruiqi Wu; Liangyu Chen; Tong Yang; Chunle Guo; Chongyi Li; Xiangyu Zhang (CoRR, 2023)

PUGAN: Physical Model-Guided Underwater Image Enhancement Using GAN With Dual-Discriminators. - Runmin Cong; Wenyu Yang; Wei Zhang 021; Chongyi Li; Chun-Le Guo; Qingming Huang; Sam Kwong (IEEE Trans. Image Process., 2023)

Unpaired remote sensing image super-resolution with content-preserving weak supervision neural network. - Jie Wu 035; Runmin Cong; Leyuan Fang; Chunle Guo; Bob Zhang 001; Pedram Ghamisi (Sci. China Inf. Sci., 2023)

Synergistic Multiscale Detail Refinement via Intrinsic Supervision for Underwater Image Enhancement. - Dehuan Zhang; Jingchun Zhou; Chunle Guo; Weishi Zhang; Chongyi Li (AAAI, 2024)

AMSP-UOD: When Vortex Convolution and Stochastic Perturbation Meet Underwater Object Detection. - Jingchun Zhou; Zongxin He; Kin-Man Lam 001; Yudong Wang 002; Weishi Zhang; Chunle Guo; Chongyi Li (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)

The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report. - Bin Ren; Yawei Li 001; Nancy Mehta; Radu Timofte; Hongyuan Yu; Cheng Wan; Yuxin Hong; Bingnan Han; Zhuoyuan Wu; Yajun Zou; Yuqing Liu; Jizhe Li; et al. (CVPR Workshops, 2024)

LAMP: Learn A Motion Pattern for Few-Shot Video Generation. - Ruiqi Wu; Liangyu Chen; Tong Yang; Chunle Guo; Chongyi Li; Xiangyu Zhang (CVPR, 2024)

Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration. - Chu-Jie Qin; Ruiqi Wu; Zikun Liu; Xin Lin; Chun-Le Guo; Hyun Hee Park; Chongyi Li (ECCV (45), 2024)

Lighting Every Darkness with 3DGS: Fast Training and Real-Time Rendering for HDR View Synthesis. - Xin Jin 005; Pengyi Jiao; Zheng-Peng Duan; Xingchao Yang; Chongyi Li; Chun-Le Guo; Bo Ren 003 (NeurIPS, 2024)

The Devil is in the Details: Boosting Guided Depth Super-Resolution via Rethinking Cross-Modal Alignment and Aggregation. - Xinni Jiang; Zengsheng Kuang; Chunle Guo; Ruixun Zhang; Lei Cai; Xiao Fan; Chongyi Li (CoRR, 2024)

The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report. - Bin Ren; Yawei Li 001; Nancy Mehta; Radu Timofte; Hongyuan Yu; Cheng Wan 006; Yuxin Hong; Bingnan Han; Zhuoyuan Wu; Yajun Zou; Yuqing Liu; Jizhe Li; et al. (CoRR, 2024)

DiffRetouch: Using Diffusion to Retouch on the Shoulder of Experts. - Zheng-Peng Duan; Jiawei Zhang 002; Zheng Lin 005; Xin Jin 005; Dongqing Zou; Chunle Guo; Chongyi Li (CoRR, 2024)

Towards RAW Object Detection in Diverse Conditions. - Zhong-Yu Li 006; Xin Jin 005; Boyuan Sun 001; Chun-Le Guo; Ming-Ming Cheng (CoRR, 2024)

EvalMuse-40K: A Reliable and Fine-Grained Benchmark with Comprehensive Human Annotations for Text-to-Image Generation Model Evaluation. - Shuhao Han; Haotian Fan; Jiachen Fu; Liang Li; Tao Li; Junhui Cui; Yunqiu Wang; Yang Tai; Jingwei Sun; Chunle Guo; Chongyi Li (CoRR, 2024)

Adaptive Blind Super-Resolution Network for Spatial-Specific and Spatial-Agnostic Degradations. - Weilei Wen; Chunle Guo; Wenqi Ren; Hongpeng Wang; Xiuli Shao (IEEE Trans. Image Process., 2024)

Depth-Aware Unpaired Video Dehazing. - Yang Yang 062; Chun-Le Guo; Xiaojie Guo 001 (IEEE Trans. Image Process., 2024)

A Diffusion-Based Framework for Occluded Object Movement. - Zheng-Peng Duan; Jiawei Zhang 002; Siyu Liu; Zheng Lin 005; Chun-Le Guo; Dongqing Zou; Jimmy S. J. Ren; Chongyi Li (AAAI, 2025)

DiffRetouch: Using Diffusion to Retouch on the Shoulder of Experts. - Zheng-Peng Duan; Jiawei Zhang 002; Zheng Lin 005; Xin Jin 005; Xundong Wang; Dongqing Zou; Chun-Le Guo; Chongyi Li (AAAI, 2025)

FaceMe: Robust Blind Face Restoration with Personal Identification. - Siyu Liu; Zheng-Peng Duan; Jia Ouyang; Jiayi Fu; Hyunhee Park; Zikun Liu; Chun-Le Guo; Chongyi Li (AAAI, 2025)

Classic Video Denoising in a Machine Learning World: Robust, Fast, and Controllable. - Xin Jin 005; Simon Niklaus; Zhoutong Zhang; Zhihao Xia; Chunle Guo; Yuting Yang; Jiawen Chen 001; Chongyi Li (CVPR, 2025)

Iterative Predictor-Critic Code Decoding for Real-World Image Dehazing. - Jiayi Fu; Siyu Liu; Zikun Liu; Chun-Le Guo; Hyunhee Park; Ruiqi Wu; Guoqing Wang 001; Chongyi Li (CVPR, 2025)

NTIRE 2025 challenge on Text to Image Generation Model Quality Assessment. - Shuhao Han; Haotian Fan; Fangyuan Kong; Wenjie Liao; Chunle Guo; Chongyi Li; Radu Timofte; Liang Li; Tao Li; Junhui Cui; Yunqiu Wang; Yang Tai; et al. (CVPR Workshops, 2025)

NTIRE 2025 Challenge on Efficient Burst HDR and Restoration: Datasets, Methods, and Results. - Sangmin Lee; Eunpil Park; Angel Canelo; Hyunhee Park; Youngjo Kim; Hyung-Ju Chun; Xin Jin; Chongyi Li; Chun-Le Guo; Radu Timofte; Qi Wu; Tianheng Qiu; et al. (CVPR Workshops, 2025)

Towards RAW Object Detection in Diverse Conditions. - Zhong-Yu Li; Xin Jin; Bo-Yuan Sun; Chun-Le Guo; Ming-Ming Cheng (CVPR, 2025)

InterLCM: Low-Quality Images as Intermediate States of Latent Consistency Models for Effective Blind Face Restoration. - Senmao Li; Kai Wang 060; Joost van de Weijer 001; Fahad Shahbaz Khan; Chun-Le Guo; Shiqi Yang; Yaxing Wang; Jian Yang 003; Ming-Ming Cheng (ICLR, 2025)

Semantic segmentation in adverse scenes with fewer labeled images. - Guanhua An; Jichang Guo; Chunle Guo; Yudong Wang 002; Chongyi Li (Neural Networks, 2025)

DiT4SR: Taming Diffusion Transformer for Real-World Image Super-Resolution. - Zheng-Peng Duan; Jiawei Zhang 002; Xin Jin 005; Ziheng Zhang; Zheng Xiong; Dongqing Zou; Jimmy S. Ren; Chun-Le Guo; Chongyi Li (CoRR, 2025)

NTIRE 2025 Challenge on Efficient Burst HDR and Restoration: Datasets, Methods, and Results. - Sangmin Lee; Eunpil Park; Angel Canelo; Hyunhee Park; Youngjo Kim; Hyung-Ju Chun; Xin Jin; Chongyi Li; Chun-Le Guo; Radu Timofte; Qi Wu; Tianheng Qiu; et al. (CoRR, 2025)

NTIRE 2025 challenge on Text to Image Generation Model Quality Assessment. - Shuhao Han; Haotian Fan; Fangyuan Kong; Wenjie Liao; Chunle Guo; Chongyi Li; Radu Timofte; Liang Li; Tao Li; Junhui Cui; Yunqiu Wang; Yang Tai; et al. (CoRR, 2025)

DIPO: Dual-State Images Controlled Articulated Object Generation Powered by Diverse Data. - Ruiqi Wu; Xinjie Wang; Liu Liu; Chunle Guo; Jiaxiong Qiu; Chongyi Li; Lichao Huang; Zhizhong Su; Ming-Ming Cheng (CoRR, 2025)

3D-UIR: 3D Gaussian for Underwater 3D Scene Reconstruction via Physics Based Appearance-Medium Decoupling. - Jieyu Yuan; Yujun Li; Yuanlin Zhang 009; Chunle Guo; Xiongxin Tang; Ruixing Wang; Chongyi Li (CoRR, 2025)

A Systematic Investigation on Deep Learning-Based Omnidirectional Image and Video Super-Resolution. - Qianqian Zhao; Chunle Guo; Tianyi Zhang; Junpei Zhang; Peiyang Jia; Tan Su; Wenjie Jiang; Chongyi Li (CoRR, 2025)

Incorporating Uncertainty-Guided and Top-k Codebook Matching for Real-World Blind Image Super-Resolution. - Weilei Wen; Tianyi Zhang; Qianqian Zhao; Zhaohui Zheng; Chunle Guo; Xiuli Shao; Chongyi Li (CoRR, 2025)

TimeMachine: Fine-Grained Facial Age Editing with Identity Preservation. - Yilin Mi; Qixin Yan; Zheng-Peng Duan; Chunle Guo; Hubery Yin; Hao Liu; Chen Li; Chongyi Li (CoRR, 2025)

ViDA-UGC: Detailed Image Quality Analysis via Visual Distortion Assessment for UGC Images. - Wenjie Liao; Jieyu Yuan; Yifang Xu; Chunle Guo; Zilong Zhang; Jihong Li; Jiachen Fu; Haotian Fan; Tao Li; Junhui Cui; Chongyi Li (CoRR, 2025)