Embedding Non-Local Mean in Squeeze-and-Excitation Network for Single Image Deraining. - Cong Wang 018; Hongyan Wang; Zhixun Su; Yan Yang (ICME Workshops, 2019)

From Coarse to Fine: A Stage-Wise Deraining Net. - Cong Wang 018; Man Zhang; Zhixun Su; Guangle Yao; Yan Wang; Xiyan Sun; Xiaonan Luo (IEEE Access, 2019)

Single image rain removal via densely connected contextual and semantic correlation net. - Cong Wang 018; Man Zhang; Jinshan Pan; Zhixun Su (J. Electronic Imaging, 2019)

Learning a multi-level guided residual network for single image deraining. - Cong Wang 018; Man Zhang; Zhixun Su; Yutong Wu 002; Guangle Yao; Hongyan Wang (Signal Process. Image Commun., 2019)

Physical Model Guided Deep Image Deraining. - Honghe Zhu; Cong Wang 018; Yajie Zhang; Zhixun Su; Guohui Zhao (ICME, 2020)

Joint Self-Attention and Scale-Aggregation for Self-Calibrated Deraining Network. - Cong Wang 018; Yutong Wu 002; Zhixun Su; Junyang Chen 001 (ACM Multimedia, 2020)

DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal. - Cong Wang 018; Xiaoying Xing; Yutong Wu 002; Zhixun Su; Junyang Chen 001 (ACM Multimedia, 2020)

Inductive Document Representation Learning for Short Text Clustering. - Junyang Chen 001; Zhiguo Gong; Wei Wang 077; Xiao Dong; Wei Wang 335; Weiwen Liu; Cong Wang 018; Xian Chen (ECML/PKDD (3), 2020)

Single image deraining via nonlocal squeeze-and-excitation enhancing network. - Cong Wang 018; Wanshu Fan; Honghe Zhu; Zhixun Su (Appl. Intell., 2020)

Single image deraining via deep pyramid network with spatial contextual information aggregation. - Cong Wang 018; Yutong Wu 002; Yu Cai 004; Guangle Yao; Zhixun Su; Hongyan Wang (Appl. Intell., 2020)

DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal. - Cong Wang 018; Xiaoying Xing; Zhixun Su; Junyang Chen 001 (CoRR, 2020)

Weakly supervised single image dehazing. - Cong Wang 018; Wanshu Fan; Yutong Wu 002; Zhixun Su (J. Vis. Commun. Image Represent., 2020)

Densely connected multi-scale de-raining net. - Cong Wang 018; Man Zhang; Zhixun Su; Guangle Yao (Multim. Tools Appl., 2020)

Dense Feature Pyramid Grids Network for Single Image Deraining. - Zhen Wang; Cong Wang 018; Zhixun Su; Junyang Chen 001 (ICASSP, 2021)

Single image rain streak removal via layer similarity prior. - Wanshu Fan; Yutong Wu 002; Cong Wang 018 (Appl. Intell., 2021)

Pyramid fully residual network for single image de-raining. - Guangle Yao; Cong Wang 018; Yutong Wu 002; Yang Wang (Neurocomputing, 2021)

TAM: Targeted Analysis Model With Reinforcement Learning on Short Texts. - Junyang Chen 001; Zhiguo Gong; Wei Wang 077; Weiwen Liu; Ming Yang; Cong Wang 018 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Single image deraining via deep shared pyramid network. - Cong Wang 018; Xiaoying Xing; Guangle Yao; Zhixun Su (Vis. Comput., 2021)

Online-Updated High-Order Collaborative Networks for Single Image Deraining. - Cong Wang 018; Jinshan Pan; Xiao-Ming Wu 003 (AAAI, 2022)

NTIRE 2022 Challenge on Learning the Super-Resolution Space. - Andreas Lugmayr; Martin Danelljan; Radu Timofte; Kang-wook Kim 004; Younggeun Kim; Jae-Young Lee; Zechao Li; Jinshan Pan; Dongseok Shim; Ki-Ung Song; Jinhui Tang 001; Cong Wang 018; et al. (CVPR Workshops, 2022)

Structural Prior Guided Generative Adversarial Transformers for Low-Light Image Enhancement. - Cong Wang 018; Jinshan Pan; Xiao-Ming Wu 003 (CoRR, 2022)

Single image rain removal using recurrent scale-guide networks. - Cong Wang 018; Honghe Zhu; Wanshu Fan; Xiao-Ming Wu 003; Junyang Chen 001 (Neurocomputing, 2022)

Semi-Supervised Image Deraining Using Knowledge Distillation. - Xin Cui; Cong Wang 018; Dongwei Ren; Yunjin Chen; Pengfei Zhu 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Self-Training Enhanced: Network Embedding and Overlapping Community Detection With Adversarial Learning. - Junyang Chen 001; Zhiguo Gong; Jiqian Mo; Wei Wang 077; Wei Wang 335; Cong Wang 018; Xiao Dong; Weiwen Liu; Kaishun Wu (IEEE Trans. Neural Networks Learn. Syst., 2022)

Adversarial Caching Training: Unsupervised Inductive Network Representation Learning on Large-Scale Graphs. - Junyang Chen 001; Zhiguo Gong; Wei Wang 077; Cong Wang 018; Zhenghua Xu 001; Jianming Lv; Xueliang Li 002; Kaishun Wu; Weiwen Liu (IEEE Trans. Neural Networks Learn. Syst., 2022)

PromptRestorer: A Prompting Image Restoration Method with Degradation Perception. - Cong Wang 018; Jinshan Pan; Wei Wang 335; Jiangxin Dong; Mengzhu Wang; Yakun Ju; Junyang Chen 001 (NeurIPS, 2023)

SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency. - Cong Wang 018; Jinshan Pan; Wanyu Lin; Jiangxin Dong; Xiao-Ming Wu 003 (CoRR, 2023)

Learning A Coarse-to-Fine Diffusion Transformer for Image Restoration. - Liyan Wang; Qinyu Yang; Cong Wang 018; Wei Wang 335; Jinshan Pan; Zhixun Su (CoRR, 2023)

DreamVideo: High-Fidelity Image-to-Video Generation with Image Retention and Text Guidance. - Cong Wang 018; Jiaxi Gu; Panwen Hu; Songcen Xu; Hang Xu 004; Xiaodan Liang (CoRR, 2023)

Class-specific and self-learning local manifold structure for domain adaptation. - Wei Wang 335; Mengzhu Wang; Xiao Dong; Long Lan; Quannan Zu; Xiang Zhang 008; Cong Wang 018 (Pattern Recognit., 2023)

Correlation Matching Transformation Transformers for UHD Image Restoration. - Cong Wang 018; Jinshan Pan; Wei Wang 335; Gang Fu; Siyuan Liang; Mengzhu Wang; Xiao-Ming Wu 003; Jun Liu 036 (AAAI, 2024)

SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency. - Cong Wang 018; Jinshan Pan; Wanyu Lin; Jiangxin Dong; Wei Wang 335; Xiao-Ming Wu 003 (AAAI, 2024)

Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization. - Houcheng Su; Weihao Luo; Daixian Liu; Mengzhu Wang; Jing Tang; Junyang Chen 001; Cong Wang 018; Zhenghan Chen (AAAI, 2024)

Batch Singular Value Polarization and Weighted Semantic Augmentation for Universal Domain Adaptation. - Wangzi Qi; Wei Wang 169; Chao Huang 008; Jie Wen 001; Cong Wang 018 (ICML, 2024)

Explore Internal and External Similarity for Single Image Deraining with Graph Neural Networks. - Cong Wang 018; Wei Wang 335; Chengjin Yu; Jie Mu (IJCAI, 2024)

Optimal Graph Learning and Nuclear Norm Maximization for Deep Cross-Domain Robust Label Propagation. - Wei Wang 335; Hanyang Li; Ke Shi; Chao Huang 008; Yang Cao 011; Cong Wang 018; Xiaochun Cao (IJCAI, 2024)

Multi-Attention Based Visual-Semantic Interaction for Few-Shot Learning. - Peng Zhao; Yin Wang; Wei Wang; Jie Mu; Huiting Liu; Cong Wang 018; Xiaochun Cao (IJCAI, 2024)

Progressive Local and Non-Local Interactive Networks with Deeply Discriminative Training for Image Deraining. - Cong Wang 018; Liyan Wang; Jie Mu; Chengjin Yu; Wei Wang 335 (ACM Multimedia, 2024)

PercepLIE: A New Path to Perceptual Low-Light Image Enhancement. - Cong Wang 018; Chengjin Yu; Jie Mu; Wei Wang 335 (ACM Multimedia, 2024)

Phrase Grounding-based Style Transfer for Single-Domain Generalized Object Detection. - Hao Li 025; Wei Wang 164; Cong Wang 018; Zhigang Luo; Xinwang Liu 002; Kenli Li 001; Xiaochun Cao (CoRR, 2024)

How Powerful Potential of Attention on Image Restoration? - Cong Wang 018; Jinshan Pan; Yeying Jin; Liyan Wang; Wei Wang 335; Gang Fu; Wenqi Ren; Xiaochun Cao (CoRR, 2024)

Ultra-High-Definition Restoration: New Benchmarks and A Dual Interaction Prior-Driven Solution. - Liyan Wang; Cong Wang 018; Jinshan Pan; Weixiang Zhou; Xiaoran Sun; Wei Wang 335; Zhixun Su (CoRR, 2024)

EasyControl: Transfer ControlNet to Video Diffusion for Controllable Generation and Interpolation. - Cong Wang 018; Jiaxi Gu; Panwen Hu; Haoyu Zhao; Yuanfan Guo; Jianhua Han; Hang Xu 004; Xiaodan Liang (CoRR, 2024)

Coarse-to-fine mechanisms mitigate diffusion limitations on image restoration. - Liyan Wang; Qinyu Yang; Cong Wang 018; Wei Wang 335; Zhixun Su (Comput. Vis. Image Underst., 2024)

Real-world image denoising via efficient diffusion model with controllable noise generation. - Cheng Yang; Cong Wang 018; Lijing Liang; Zhixun Su (J. Electronic Imaging, 2024)

Uncertainty-Aware Sparse Transformer Network for Single-Image Deraindrop. - Bo Fu 001; Yunyun Jiang; Di Wang 018; Jiaxin Gao; Cong Wang 018; Ximing Li 002 (IEEE Trans. Instrum. Meas., 2024)

Dual-Guided Prototype Alignment Network for Few-Shot Medical Image Segmentation. - Yue Shen; Wanshu Fan; Cong Wang 018; Wenfei Liu; Wei Wang 335; Qiang Zhang 008; Dongsheng Zhou (IEEE Trans. Instrum. Meas., 2024)

Estimating High-Resolution Surface Normals via Low-Resolution Photometric Stereo Images. - Yakun Ju; Muwei Jian; Cong Wang 018; Cong Zhang; Junyu Dong; Kin-Man Lam 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Intra and Inter Parser-Prompted Transformers for Effective Image Restoration. - Cong Wang 018; Jinshan Pan; Liyan Wang; Wei Wang 335 (AAAI, 2025)

DreamVideo: High-Fidelity Image-to-Video Generation with Image Retention and Text Guidance. - Cong Wang 018; Jiaxi Gu; Panwen Hu; Yuanfan Guo; Xiao Dong; Hang Xu 004; Xiaodan Liang (ICASSP, 2025)

GTIGNet: Global Topology Interaction Graphormer Network for 3D hand pose estimation. - Yanjun Liu; Wanshu Fan; Cong Wang 018; Shixi Wen; Xin Yang 011; Qiang Zhang 008; Xiaopeng Wei; Dongsheng Zhou (Neural Networks, 2025)

FDC: Feature Dropout Consistency for unsupervised domain adaptation semantic segmentation. - Chaoyu Rao; Wanshu Fan; Cong Wang 018; Xin Yang 011; Xiaopeng Wei; Dongsheng Zhou (Neural Networks, 2025)

Semantic-Guided Global-Local Collaborative Networks for Lightweight Image Super-Resolution. - Wanshu Fan; Yue Wang 113; Cong Wang 018; Yunzhe Zhang; Wei Wang 335; Dongsheng Zhou (IEEE Trans. Instrum. Meas., 2025)

Iterative Optimal Attention and Local Model for Single Image Rain Streak Removal. - Xiangyu Li; Wanshu Fan; Yue Shen; Cong Wang 018; Wei Wang 335; Xin Yang 011; Qiang Zhang 008; Dongsheng Zhou (IEEE Trans. Instrum. Meas., 2025)

Deep Label Propagation With Nuclear Norm Maximization for Visual Domain Adaptation. - Wei Wang 335; Hanyang Li; Cong Wang 018; Chao Huang 008; Zhengming Ding; Feiping Nie 001; Xiaochun Cao (IEEE Trans. Image Process., 2025)

Optimal Graph Learning-Based Label Propagation for Cross-Domain Image Classification. - Wei Wang 335; Mengzhu Wang; Chao Huang 008; Cong Wang 018; Jie Mu; Feiping Nie 001; Xiaochun Cao (IEEE Trans. Image Process., 2025)

Long-Term TalkingFace Generation via Motion-Prior Conditional Diffusion Model. - Fei Shen; Cong Wang 018; Junyao Gao 002; Qin Guo; Jisheng Dang; Jinhui Tang 001; Tat-Seng Chua (CoRR, 2025)

DynamiCtrl: Rethinking the Basic Structure and the Role of Text for High-quality Human Image Animation. - Haoyu Zhao; Zhongang Qi; Cong Wang 018; Qingping Zheng; Guansong Lu; Fei Chen; Hang Xu 004; Zuxuan Wu (CoRR, 2025)

Deep Learning-Driven Ultra-High-Definition Image Restoration: A Survey. - Liyan Wang; Weixiang Zhou; Cong Wang 018; Kin-Man Lam 001; Zhixun Su; Jinshan Pan (CoRR, 2025)

UniAdapter: All-in-One Control for Flexible Video Generation. - Cong Wang 018; Panwen Hu; Haoyu Zhao; Yuanfan Guo; Jiaxi Gu; Xiao Dong; Jianhua Han; Hang Xu 004; Xiaodan Liang (IEEE Trans. Circuits Syst. Video Technol., 2025)

Adapting Large VLMs with Iterative and Manual Instructions for Generative Low-light Enhancement. - Xiaoran Sun; Liyan Wang; Cong Wang 018; Yeying Jin; Kin-Man Lam 001; Zhixun Su; Yang Yang 009; Jinshan Pan (CoRR, 2025)