Progressive Feature Fusion Network for Realistic Image Dehazing. - Kangfu Mei; Aiwen Jiang; Juncheng Li 003; Mingwen Wang 001 (ACCV (1), 2018)

Multi-scale Residual Network for Image Super-Resolution. - Juncheng Li 003; Faming Fang; Kangfu Mei; Guixu Zhang (ECCV (8), 2018)

An Effective Single-Image Super-Resolution Model Using Squeeze-and-Excitation Networks. - Kangfu Mei; Aiwen Jiang; Juncheng Li 003; Jihua Ye; Mingwen Wang 001 (ICONIP (6), 2018)

Lightweight and Accurate Recursive Fractal Network for Image Super-Resolution. - Juncheng Li 003; Yiting Yuan; Kangfu Mei; Faming Fang (ICCV Workshops, 2019)

AIM 2019 Challenge on RAW to RGB Mapping: Methods and Results. - Andrey Ignatov; Juncheng Li 003; Jiajie Zhang; Haoyu Wu; Jie Li 098; Rui Huang 001; Muhammad Haris 002; Greg Shakhnarovich; Norimichi Ukita; Yuzhi Zhao; Lai-Man Po; Radu Timofte; et al. (ICCV Workshops, 2019)

HighEr-Resolution Network for Image Demosaicing and Enhancing. - Kangfu Mei; Juncheng Li 003; Jiajie Zhang; Haoyu Wu; Jie Li 098; Rui Huang 001 (ICCV Workshops, 2019)

Deep residual refining based pseudo-multi-frame network for effective single image super-resolution. - Kangfu Mei; Aiwen Jiang; Juncheng Li 003; Bo Liu 006; Jihua Ye; Mingwen Wang 001 (IET Image Process., 2019)

Progressive Back-Traced Dehazing Network Based on Multi-Resolution Recurrent Reconstruction. - Qiaosi Yi; Aiwen Jiang; Juncheng Li 003; Jianyi Wan; Mingwen Wang 001 (IEEE Access, 2020)

Disentangle Perceptual Learning through Online Contrastive Learning. - Kangfu Mei; Yao Lu; Qiaosi Yi; Haoyu Wu; Juncheng Li 003; Rui Huang 001 (CoRR, 2020)

Soft-Edge Assisted Network for Single Image Super-Resolution. - Faming Fang; Juncheng Li 003; Tieyong Zeng (IEEE Trans. Image Process., 2020)

Structure-Preserving Deraining with Residue Channel Prior Guidance. - Qiaosi Yi; Juncheng Li 003; Qinyan Dai; Faming Fang; Guixu Zhang; Tieyong Zeng (ICCV, 2021)

Lightweight Image Super-Resolution with Multi-Scale Feature Interaction Network. - Zhengxue Wang; Guangwei Gao; Juncheng Li 003; Yi Yu 001; Huimin Lu 001 (ICME, 2021)

Feedback Network for Mutually Boosted Stereo Image Super-Resolution and Disparity Estimation. - Qinyan Dai; Juncheng Li 003; Qiaosi Yi; Faming Fang; Guixu Zhang (ACM Multimedia, 2021)

Scale-Aware Network with Regional and Semantic Attentions for Crowd Counting under Cluttered Background. - Qiaosi Yi; Yunxing Liu; Aiwen Jiang; Juncheng Li 003; Kangfu Mei; Mingwen Wang 001 (CoRR, 2021)

From Beginner to Master: A Survey for Deep Learning-based Single-Image Super-Resolution. - Juncheng Li 003; Zehua Pei; Tieyong Zeng (CoRR, 2021)

Edge-guided Composition Network for Image Stitching. - Qinyan Dai; Faming Fang; Juncheng Li 003; Guixu Zhang; Aimin Zhou (Pattern Recognit., 2021)

MDCN: Multi-Scale Dense Cross Network for Image Super-Resolution. - Juncheng Li 003; Faming Fang; Jiaqian Li; Kangfu Mei; Guixu Zhang (IEEE Trans. Circuits Syst. Video Technol., 2021)

Luminance-Aware Pyramid Network for Low-Light Image Enhancement. - Jiaqian Li; Juncheng Li 003; Faming Fang; Fang Li 004; Guixu Zhang (IEEE Trans. Multim., 2021)

Multilevel Edge Features Guided Network for Image Denoising. - Faming Fang; Juncheng Li 003; Yiting Yuan; Tieyong Zeng; Guixu Zhang (IEEE Trans. Neural Networks Learn. Syst., 2021)

Feature Distillation Interaction Weighting Network for Lightweight Image Super-resolution. - Guangwei Gao; Wenjie Li; Juncheng Li 003; Fei Wu 004; Huimin Lu 001; Yi Yu 001 (AAAI, 2022)

Multiple Degradation and Reconstruction Network for Single Image Denoising via Knowledge Distillation. - Juncheng Li 003; Hanhui Yang; Qiaosi Yi; Faming Fang; Guangwei Gao; Tieyong Zeng; Guixu Zhang (CVPR Workshops, 2022)

NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results. - Longguang Wang; Yulan Guo; Yingqian Wang 002; Juncheng Li 003; Shuhang Gu; Radu Timofte; Liangyu Chen 002; Xiaojie Chu; Wenqing Yu; Kai Jin; Zeqiang Wei; Sha Guo; et al. (CVPR Workshops, 2022)

Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer. - Guangwei Gao; Zhengxue Wang; Juncheng Li 003; Wenjie Li; Yi Yu 001; Tieyong Zeng (IJCAI, 2022)

NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results. - Longguang Wang; Yulan Guo; Yingqian Wang 002; Juncheng Li 003; Shuhang Gu; Radu Timofte (CoRR, 2022)

Cross-receptive Focused Inference Network for Lightweight Image Super-Resolution. - Wenjie Li; Juncheng Li 003; Guangwei Gao; Jiantao Zhou 001; Jian Yang 003; Guo-Jun Qi (CoRR, 2022)

Snow Mask Guided Adaptive Residual Network for Image Snow Removal. - Bodong Cheng; Juncheng Li 003; Ying Chen; Shuyi Zhang; Tieyong Zeng (CoRR, 2022)

Adjustable super-resolution network via deep supervised learning and progressive self-distillation. - Juncheng Li 003; Faming Fang; Tieyong Zeng; Guixu Zhang; Xizhao Wang (Neurocomputing, 2022)

Multi-Scale Grid Network for Image Deblurring With High-Frequency Guidance. - Yang Liu 289; Faming Fang; Tingting Wang 007; Juncheng Li 003; Yun Sheng; Guixu Zhang (IEEE Trans. Multim., 2022)

Efficient and Accurate Multi-Scale Topological Network for Single Image Dehazing. - Qiaosi Yi; Juncheng Li 003; Faming Fang; Aiwen Jiang; Guixu Zhang (IEEE Trans. Multim., 2022)

NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results. - Longguang Wang; Yulan Guo; Yingqian Wang 002; Juncheng Li 003; Shuhang Gu; Radu Timofte; Ming Cheng 002; Haoyu Ma; Qiufang Ma; Xiaopeng Sun; Shijie Zhao 001; Xuhan Sheng; et al. (CVPR Workshops, 2023)

EWT: Efficient Wavelet-Transformer for Single Image Denoising. - Juncheng Li 003; Bodong Cheng; Ying Chen; Guangwei Gao; Tieyong Zeng (CoRR, 2023)

Fast MRI Reconstruction via Edge Attention. - Hanhui Yang; Juncheng Li 003; Lok Ming Lui; Shihui Ying; Jun Shi 004; Tieyong Zeng (CoRR, 2023)

Survey on Deep Face Restoration: From Non-blind to Blind and Beyond. - Wenjie Li; Mei Wang; Kai Zhang 002; Juncheng Li 003; Xiaoming Li; Yuhang Zhang; Guangwei Gao; Weihong Deng; Chia-Wen Lin (CoRR, 2023)

CTCNet: A CNN-Transformer Cooperation Network for Face Image Super-Resolution. - Guangwei Gao; Zixiang Xu; Juncheng Li 003; Jian Yang 003; Tieyong Zeng; Guo-Jun Qi (IEEE Trans. Image Process., 2023)

FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic Segmentation. - Guangwei Gao; Guoan Xu; Juncheng Li 003; Yi Yu 001; Huimin Lu 001; Jian Yang 003 (IEEE Trans. Multim., 2023)

Lightweight Feature De-redundancy and Self-calibration Network for Efficient Image Super-resolution. - Zhengxue Wang; Guangwei Gao; Juncheng Li 003; Hui Yan; Hao Zheng; Huimin Lu 001 (ACM Trans. Multim. Comput. Commun. Appl., 2023)

Snow Mask Guided Adaptive Residual Network for Image Snow Removal. - Bodong Cheng; Juncheng Li 003; Ying Chen; Tieyong Zeng (Comput. Vis. Image Underst., 2023)

Multi-Scale Efficient Graph-Transformer for Whole Slide Image Classification. - Saisai Ding; Juncheng Li 003; Jun Wang 024; Shihui Ying; Jun Shi 004 (IEEE J. Biomed. Health Informatics, 2023)

Lightweight Real-Time Semantic Segmentation Network With Efficient Transformer and CNN. - Guoan Xu; Juncheng Li 003; Guangwei Gao; Huimin Lu 001; Jian Yang 003; Dong Yue 001 (IEEE Trans. Intell. Transp. Syst., 2023)

Learning Coupled Dictionaries from Unpaired Data for Image Super-Resolution. - Longguang Wang; Juncheng Li 003; Yingqian Wang 002; Qingyong Hu; Yulan Guo (CVPR, 2024)

NTIRE 2024 Challenge on Stereo Image Super-Resolution: Methods and Results. - Longguang Wang; Yulan Guo; Juncheng Li 003; Hongda Liu; Yang Zhao; Yingqian Wang 002; Zhi Jin; Shuhang Gu; Radu Timofte (CVPR Workshops, 2024)

Topological GCN for Improving Detection of Hip Landmarks from B-Mode Ultrasound Images. - Tianxiang Huang; Jing Shi; Ge Jin 002; Juncheng Li 003; Jun Wang 024; Jun Du 006; Jun Shi 004 (MICCAI (5), 2024)

Dual-domain MIM based contrastive learning for CAD of developmental dysplasia of the hip with ultrasound images. - Ke Sun; Jing Shi; Ge Jin 002; Juncheng Li 003; Jun Wang 024; Jun Du 006; Jun Shi 004 (Biomed. Signal Process. Control., 2024)

B-mode ultrasound-based CAD by learning using privileged information with dual-level missing modality completion. - Xiao Wang; Xinping Ren; Ge Jin 002; Shihui Ying; Jun Wang 024; Juncheng Li 003; Jun Shi 004 (Comput. Biol. Medicine, 2024)

Enhanced dual contrast representation learning with cell separation and merging for breast cancer diagnosis. - Yang Liu 119; Yiqi Zhu; Zhehao Gu; Jinshan Pan; Juncheng Li 003; Ming Fan 003; Lihua Li 002; Tieyong Zeng (Comput. Vis. Image Underst., 2024)

Few sampling meshes-based 3D tooth segmentation via region-aware graph convolutional network. - Yang Zhao; Bodong Cheng; Najun Niu; Jun Wang 024; Tieyong Zeng; Guixu Zhang; Jun Shi 004; Juncheng Li 003 (Expert Syst. Appl., 2024)

Multi-View disentanglement-based bidirectional generalized distillation for diagnosis of liver cancers with ultrasound images. - Huili Zhang; Lehang Guo; Juncheng Li 003; Jun Wang 024; Shihui Ying; Jun Shi 004 (Inf. Process. Manag., 2024)

EWT: Efficient Wavelet-Transformer for single image denoising. - Juncheng Li 003; Bodong Cheng; Ying Chen; Guangwei Gao; Jun Shi 004; Tieyong Zeng (Neural Networks, 2024)

Efficient Dual-Branch Information Interaction Network for Lightweight Image Super-Resolution. - Haonan Jin; Guangwei Gao; Juncheng Li 003; Zhenhua Guo 001; Yi Yu 001 (IEEE Trans. Instrum. Meas., 2024)

Cross-Receptive Focused Inference Network for Lightweight Image Super-Resolution. - Wenjie Li; Juncheng Li 003; Guangwei Gao; Weihong Deng; Jiantao Zhou 001; Jian Yang 003; Guo-Jun Qi (IEEE Trans. Multim., 2024)

A fine-grained orthodontics segmentation model for 3D intraoral scan data. - Juncheng Li 003; Bodong Cheng; Najun Niu; Guangwei Gao; Shihui Ying; Jun Shi 004; Tieyong Zeng (Comput. Biol. Medicine, 2024)

Pseudo-Data Based Self-Supervised Federated Learning for Classification of Histopathological Images. - Yuanming Zhang; Zheng Li; Xiangmin Han; Saisai Ding; Juncheng Li 003; Jun Wang 024; Shihui Ying; Jun Shi 004 (IEEE Trans. Medical Imaging, 2024)

Guest Editorial: Advanced image restoration and enhancement in the wild. - Longguang Wang; Juncheng Li 003; Naoto Yokoya; Radu Timofte; Yulan Guo (IET Comput. Vis., 2024)

Weakly Supervised Lesion Detection and Diagnosis for Breast Cancers With Partially Annotated Ultrasound Images. - Jian Wang 135; Liang Qiao; Shichong Zhou; Jin Zhou; Jun Wang 024; Juncheng Li 003; Shihui Ying; Cai Chang; Jun Shi 004 (IEEE Trans. Medical Imaging, 2024)

Involution Transformer Based U-Net for Landmark Detection in Ultrasound Images for Diagnosis of Infantile DDH. - Tianxiang Huang; Jing Shi; Juncheng Li 003; Jun Wang 024; Jun Du 006; Jun Shi 004 (IEEE J. Biomed. Health Informatics, 2024)

Cost-Sensitive Weighted Contrastive Learning Based on Graph Convolutional Networks for Imbalanced Alzheimer's Disease Staging. - Yan Hu; Jun Wang 024; Hao Zhu; Juncheng Li 003; Jun Shi 004 (IEEE Trans. Medical Imaging, 2024)

A Systematic Survey of Deep Learning-Based Single-Image Super-Resolution. - Juncheng Li 003; Zehua Pei; Wenjie Li; Guangwei Gao; Longguang Wang; Yingqian Wang 002; Tieyong Zeng (ACM Comput. Surv., 2024)

Multimodal Co-Attention Fusion Network With Online Data Augmentation for Cancer Subtype Classification. - Saisai Ding; Juncheng Li 003; Jun Wang 024; Shihui Ying; Jun Shi 004 (IEEE Trans. Medical Imaging, 2024)

WeaFU: Weather-Informed Image Blind Restoration via Multi-Weather Distribution Diffusion. - Bodong Cheng; Juncheng Li 003; Jun Shi 004; Yingying Fang; Guixu Zhang; Yin Chen; Tieyong Zeng; Zhi Li 080 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Fast MRI reconstruction: A thorough survey from single-modal to multi-modal. - Weiyi Lyu; Xinming Fang; Chaoyan Huang; Minhua Lu; Jun Wang 024; Jun Shi 004; Juncheng Li 003 (Expert Syst. Appl., 2025)

Multi-resolution based dual-channel UNet with cross clique for medical image dense prediction. - Xueying Zhou; Ge Jin 002; Yang Liu; Juncheng Li 003; Jun Wang 024; Shihui Ying; Yanyan Zheng; Jun Shi 004 (Expert Syst. Appl., 2025)

Efficient Image Super-Resolution With Feature Interaction Weighted Hybrid Network. - Wenjie Li; Juncheng Li 003; Guangwei Gao; Weihong Deng; Jian Yang 003; Guo-Jun Qi; Chia-Wen Lin (IEEE Trans. Multim., 2025)

A Trustworthy Curriculum Learning Guided Multi-Target Domain Adaptation Network for Autism Spectrum Disorder Classification. - Jiale Dun; Jun Wang 024; Juncheng Li 003; Qianhui Yang; Wenlong Hang; Xiaofeng Lu; Shihui Ying; Jun Shi 004 (IEEE J. Biomed. Health Informatics, 2025)

A lightweight self-ensemble feedback recurrent network for fast MRI reconstruction. - Juncheng Li 003; Hanhui Yang; Lok Ming Lui; Guixu Zhang; Jun Shi 004; Tieyong Zeng (Int. J. Mach. Learn. Cybern., 2025)

Cross Paradigm Representation and Alignment Transformer for Image Deraining. - Shun Zou; Yi Zou; Juncheng Li 003; Guangwei Gao; Guojun Qi (CoRR, 2025)

High-Frequency Modulated Transformer for Multi-Contrast MRI Super-Resolution. - Juncheng Li 003; Hanhui Yang; Qiaosi Yi; Minhua Lu; Jun Shi 004; Tieyong Zeng (IEEE Trans. Medical Imaging, 2025)