Yongyong Chen

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 88

Top Topics

Subspace Clustering

Total Variation

Top Venues

IEEE Trans. Circuits Syst. Video Technol.

IEEE Trans. Multim.

IEEE Trans. Image Process.

Publications

Xiaojia Zhao, Tingting Xu, Qiangqiang Shen, Youfa Liu, Yongyong Chen, Jingyong Su
Double High-Order Correlation Preserved Robust Multi-View Ensemble Clustering. ACM Trans. Multim. Comput. Commun. Appl. 20 (1) (2024)
Xiaoyu Kong, Yongyong Chen, Zhenyu He
When Channel Correlation Meets Sparse Prior: Keeping Interpretability in Image Compressive Sensing. IEEE Trans. Multim. 26 (2024)
Qiangqiang Shen, Tingting Xu, Yongsheng Liang, Yongyong Chen, Zhenyu He
Robust Tensor Recovery for Incomplete Multi-View Clustering. IEEE Trans. Multim. 26 (2024)
Qiangqiang Shen, Yongyong Chen, Changqing Zhang, Yonghong Tian, Yongsheng Liang
Pick-and-Place Transform Learning for Fast Multi-View Clustering. IEEE Trans. Image Process. 33 (2024)
Haijin Zeng, Kai Feng, Shaoguang Huang, Jiezhang Cao, Yongyong Chen, Hongyan Zhang, Hiep Luong, Wilfried Philips
MSFA-Frequency-Aware Transformer for Hyperspectral Images Demosaicing. CoRR (2023)
Chong Peng, Xingrong Hou, Yongyong Chen, Zhao Kang, Chenglizhao Chen, Qiang Cheng
Global and local similarity learning in multi-kernel space for nonnegative matrix factorization. Knowl. Based Syst. 279 (2023)
Tingting Xu, Xiaoyu Kong, Qiangqiang Shen, Yongyong Chen, Yicong Zhou
Deep and Low-Rank Quaternion Priors for Color Image Processing. IEEE Trans. Circuits Syst. Video Technol. 33 (7) (2023)
Hao Qin, Qiangqiang Shen, Haijin Zeng, Yongyong Chen, Guangming Lu
Generalized Nonconvex Low-Rank Tensor Representation for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Wenjue He, Zheng Zhang, Yongyong Chen, Jie Wen
Structured anchor-inferred graph learning for universal incomplete multi-view clustering. World Wide Web (WWW) 26 (1) (2023)
Lele Fu, Zhaoliang Chen, Yongyong Chen, Shiping Wang
Unified Low-Rank Tensor Learning and Spectral Embedding for Multi-View Subspace Clustering. IEEE Trans. Multim. 25 (2023)
Liuhan Chen, Yirou Wang, Yongyong Chen
End-to-end XY Separation for Single Image Blind Deblurring. ACM Multimedia (2023)
Haijin Zeng, Shaoguang Huang, Yongyong Chen, Hiep Luong, Wilfried Philips
All of Low-Rank and Sparse: A Recast Total Variation Approach to Hyperspectral Denoising. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Zhenghao Pan, Haijin Zeng, Jiezhang Cao, Kai Zhang, Yongyong Chen
DiffSCI: Zero-Shot Snapshot Compressive Imaging via Iterative Spectral Diffusion Model. CoRR (2023)
Shuqin Wang, Zhiping Lin, Qi Cao, Yigang Cen, Yongyong Chen
Bi-Nuclear Tensor Schatten-p Norm Minimization for Multi-View Subspace Clustering. IEEE Trans. Image Process. 32 (2023)
Kuiyuan Zhang, Zhongyun Hua, Yuanman Li, Yongyong Chen, Yicong Zhou
AMS-Net: Adaptive Multi-Scale Network for Image Compressive Sensing. IEEE Trans. Multim. 25 (2023)
Qiangqiang Shen, Shuangyan Yi, Yongsheng Liang, Yongyong Chen, Wei Liu
Bilateral Fast Low-Rank Representation With Equivalent Transformation for Subspace Clustering. IEEE Trans. Multim. 25 (2023)
Zheng Zhou, Yongyong Chen, Yicong Zhou
Deep Dynamic Memory Augmented Attentional Dictionary Learning for Image Denoising. IEEE Trans. Circuits Syst. Video Technol. 33 (9) (2023)
Honghu Pan, Yongyong Chen, Zhenyu He
Multi-granularity graph pooling for video-based person re-identification. Neural Networks 160 (2023)
Yongyong Chen, Lei Cheng, Zhongyun Hua, Shuang Yi
Laplacian regularized deep low-rank subspace clustering network. Appl. Intell. 53 (19) (2023)
Jingyong Su, Junyao Ye, Liqiang Nie, Yilong Cao, Yongyong Chen
Optimizing Spaced Repetition Schedule by Capturing the Dynamics of Memory. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Youfa Liu, Shufan Tong, Yongyong Chen
HMM-GDAN: Hybrid multi-view and multi-scale graph duplex-attention networks for drug response prediction in cancer. Neural Networks 167 (2023)
Honghu Pan, Yongyong Chen, Tingyang Xu, Yunqi He, Zhenyu He
Toward Complete-View and High-Level Pose-Based Gait Recognition. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Wei Wang, Xinhua Yu, Bo Fang, Yue Zhao, Yongyong Chen, Wei Wei, Junxin Chen
Cross-Modality LGE-CMR Segmentation Using Image-to-Image Translation Based Data Augmentation. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (4) (2023)
Zhongyun Hua, Yanxiang Wang, Shuang Yi, Yifeng Zheng, Xingyu Liu, Yongyong Chen, Xinpeng Zhang
Matrix-Based Secret Sharing for Reversible Data Hiding in Encrypted Images. IEEE Trans. Dependable Secur. Comput. 20 (5) (2023)
Qiankun Li, Xiaolong Huang, Bo Fang, Yani Zhang, Yongyong Chen, Junxin Chen
PnP-AE: A Plug-and-Play Module for Volumetric Medical Image Segmentation. BIBM (2023)
Yin-Ping Zhao, Hongyan Li, Yongyong Chen, Zhen Wang, Xuelong Li
Hyperspectral Anomaly Detection via Structured Sparsity Plus Enhanced Low-Rankness. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yu Liu, Junxin Chen, Bo Fang, Yongyong Chen, Zhihan Lv
Ensemble Learning-Based Atrial Fibrillation Detection From Single Lead ECG Wave for Wireless Body Sensor Network. IEEE Trans. Netw. Sci. Eng. 10 (5) (2023)
Weiwei Xiao, Jingyong Su, Yongyong Chen, Guofeng Cao
Cross-Scale-Guided Fusion Transformer for Disaster Assessment Using Satellite Imagery. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yongyong Chen, Tingting Xu, Xiaojia Zhao, Haijin Zeng, Yanhui Xu, Junxing Chen
Asymmetry total variation and framelet regularized nonconvex low-rank tensor completion. Signal Process. 206 (2023)
Honghu Pan, Qiao Liu, Yongyong Chen, Yunqi He, Yuan Zheng, Feng Zheng, Zhenyu He
Pose-Aided Video-Based Person Re-Identification via Recurrent Graph Convolutional Network. IEEE Trans. Circuits Syst. Video Technol. 33 (12) (2023)
Zhongyun Hua, Ziyi Wang, Yifeng Zheng, Yongyong Chen, Yuanman Li
Enabling Large-Capacity Reversible Data Hiding Over Encrypted JPEG Bitstreams. IEEE Trans. Circuits Syst. Video Technol. 33 (3) (2023)
Guokai Zhang, Mengpei Jia, Lin Gao, Jihao Luo, Aijun Zhang, Yongyong Chen, Peipei Shan, Binghui Zhao
Saliency Transfer Learning and Central-Cropping Network for Prostate Cancer Classification. Neural Process. Lett. 55 (3) (2023)
Shuqin Wang, Yongyong Chen, Zhiping Lin, Yigang Cen, Qi Cao
Robustness Meets Low-Rankness: Unified Entropy and Tensor Learning for Multi-View Subspace Clustering. IEEE Trans. Circuits Syst. Video Technol. 33 (11) (2023)
Xuanqi Zhang, Qiangqiang Shen, Yongyong Chen, Guokai Zhang, Zhongyun Hua, Jingyong Su
Multi-view Ensemble Clustering via Low-rank and Sparse Decomposition: From Matrix to Tensor. ACM Trans. Knowl. Discov. Data 17 (7) (2023)
Yongyong Chen, Xiaolin Xiao, Zhongyun Hua, Yicong Zhou
Adaptive Transition Probability Matrix Learning for Multiview Spectral Clustering. IEEE Trans. Neural Networks Learn. Syst. 33 (9) (2022)
Honghu Pan, Yongyong Chen, Zhenyu He
Multi-Granularity Graph Pooling for Video-based Person Re-Identification. CoRR (2022)
Chong Peng, Yang Liu, Kehan Kang, Yongyong Chen, Xinxing Wu, Andrew Cheng, Zhao Kang, Chenglizhao Chen, Qiang Cheng
Hyperspectral Image Denoising Using Nonconvex Local Low-Rank and Sparse Separation With Spatial-Spectral Total Variation Regularization. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Chong Peng, Yang Liu, Yongyong Chen, Xinxin Wu, Andrew Cheng, Zhao Kang, Chenglizhao Chen, Qiang Cheng
Hyperspectral Image Denoising Using Non-convex Local Low-rank and Sparse Separation with Spatial-Spectral Total Variation Regularization. CoRR (2022)
Shuqin Wang, Yongyong Chen, Linna Zhang, Yigang Cen, Viacheslav V. Voronin
Hyper-Laplacian Regularized Nonconvex Low-Rank Representation for Multi-View Subspace Clustering. IEEE Trans. Signal Inf. Process. over Networks 8 (2022)
Honghu Pan, Qiao Liu, Yongyong Chen, Yunqi He, Yuan Zheng, Feng Zheng, Zhenyu He
Pose-Aided Video-based Person Re-Identification via Recurrent Graph Convolutional Network. CoRR (2022)
Chong Peng, Yiqun Zhang, Yongyong Chen, Zhao Kang, Chenglizhao Chen, Qiang Cheng
Log-based Sparse Nonnegative Matrix Factorization for Data Representation. CoRR (2022)
Ke Yan, Hongwu Lv, Yichen Guo, Yongyong Chen, Hao Wu, Bin Liu
TPpred-ATMV: therapeutic peptide prediction by adaptive multi-view tensor learning model. Bioinform. 38 (10) (2022)
Zhongyun Hua, Yongyong Chen, Han Bao, Yicong Zhou
Two-Dimensional Parametric Polynomial Chaotic System. IEEE Trans. Syst. Man Cybern. Syst. 52 (7) (2022)
Chong Peng, Yiqun Zhang, Yongyong Chen, Zhao Kang, Chenglizhao Chen, Qiang Cheng
Log-based sparse nonnegative matrix factorization for data representation. Knowl. Based Syst. 251 (2022)
Junfeng An, Yingjian Li, Zheng Zhang, Yongyong Chen, Guangming Lu
High-Order Correlation Embedding for Large-Scale Multi-modal Hashing. APWeb/WAIM (2) (2022)
Yongyong Chen, Shuqin Wang, Xiaolin Xiao, Youfa Liu, Zhongyun Hua, Yicong Zhou
Self-Paced Enhanced Low-Rank Tensor Kernelized Multi-View Subspace Clustering. IEEE Trans. Multim. 24 (2022)
Chong Peng, Jing Zhang, Yongyong Chen, Xin Xing, Chenglizhao Chen, Zhao Kang, Li Guo, Qiang Cheng
Preserving bilateral view structural information for subspace clustering. Knowl. Based Syst. 258 (2022)
Shuqin Wang, Yongyong Chen, Yigang Cen, Linna Zhang, Hengyou Wang, Viacheslav V. Voronin
Nonconvex low-rank and sparse tensor representation for multi-view subspace clustering. Appl. Intell. 52 (13) (2022)
Honghu Pan, Yongyong Chen, Yunqi He, Xin Li, Zhenyu He
How Image Generation Helps Visible-to-Infrared Person Re-Identification? CoRR (2022)
Honghu Pan, Yongyong Chen, Zhenyu He, Fanyang Meng, Nana Fan
TCDesc: Learning Topology Consistent Descriptors for Image Matching. IEEE Trans. Circuits Syst. Video Technol. 32 (5) (2022)
Qiangqiang Shen, Yongyong Chen, Yongsheng Liang, Shuangyan Yi, Wei Liu
Weighted Schatten p-norm minimization with logarithmic constraint for subspace clustering. Signal Process. 198 (2022)
Zhaocheng Yu, Junxin Chen, Yu Liu, Yongyong Chen, Tingting Wang, Robert M. Nowak, Zhihan Lv
DDCNN: A Deep Learning Model for AF Detection From a Single-Lead Short ECG Signal. IEEE J. Biomed. Health Informatics 26 (10) (2022)
Youfa Liu, Yongyong Chen, Guo Chen, Jiawei Zhang
Schatten Graph Neural Networks. IEEE Access 10 (2022)
Honghu Pan, Yongyong Chen, Tingyang Xu, Yunqi He, Zhenyu He
Towards Complete-View and High-Level Pose-based Gait Recognition. CoRR (2022)
Yongyong Chen, Shuqin Wang, Jingyong Su, Junxin Chen
Correntropy-Induced Tensor Learning for Multi-view Subspace Clustering. ICDM (2022)
Haijin Zeng, Shaoguang Huang, Yongyong Chen, Hiêp Quang Luong, Wilfried Philips
Low-rank Meets Sparseness: An Integrated Spatial-Spectral Total Variation Approach to Hyperspectral Denoising. CoRR (2022)
Yongyong Chen, Xiaolin Xiao, Chong Peng, Guangming Lu, Yicong Zhou
Low-Rank Tensor Graph Learning for Multi-View Subspace Clustering. IEEE Trans. Circuits Syst. Video Technol. 32 (1) (2022)
Lei Cheng, Yongyong Chen, Zhongyun Hua
Deep Contrastive Multi-view Subspace Clustering. ICONIP (4) (2022)
Shuqin Wang, Yongyong Chen, Shuang Yi, Guoqing Chao
Frobenius norm-regularized robust graph learning for multi-view subspace clustering. Appl. Intell. 52 (13) (2022)
Yongyong Chen, Shuqin Wang, Chong Peng, Zhongyun Hua, Yicong Zhou
Generalized Nonconvex Low-Rank Tensor Approximation for Multi-View Subspace Clustering. IEEE Trans. Image Process. 30 (2021)
Yongyong Chen, Shuqin Wang, Chong Peng, Guangming Lu, Yicong Zhou
Partial Tubal Nuclear Norm Regularized Multi-view Learning. ACM Multimedia (2021)
Guokai Zhang, Weizhe Xu, Wei Zhao, Chenxi Huang, Eddie Y. K. Ng, Yongyong Chen, Jian Su
A Multiscale Attention Network for Remote Sensing Scene Images Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Haijin Zeng, Yongyong Chen, Xiaozhen Xie, Jifeng Ning
Enhanced Nonconvex Low-Rank Approximation of Tensor Multi-Modes for Tensor Completion. IEEE Trans. Computational Imaging 7 (2021)
Xiaolin Xiao, Yongyong Chen, Yue-Jiao Gong, Yicong Zhou
Prior Knowledge Regularized Multiview Self-Representation and its Applications. IEEE Trans. Neural Networks Learn. Syst. 32 (3) (2021)
Yang Liu, Qian Zhang, Yongyong Chen, Qiang Cheng, Chong Peng
Hyperspectral Image Denoising With Log-Based Robust PCA. ICIP (2021)
Chong Peng, Yang Liu, Xin Zhang, Zhao Kang, Yongyong Chen, Chenglizhao Chen, Qiang Cheng
Learning discriminative representation for image classification. Knowl. Based Syst. 233 (2021)
Xiaolin Xiao, Yongyong Chen, Yue-Jiao Gong, Yicong Zhou
Low-Rank Preserving t-Linear Projection for Robust Image Feature Extraction. IEEE Trans. Image Process. 30 (2021)
Shuqin Wang, Yongyong Chen, Yigang Ce, Linna Zhang, Viacheslav Voronin
Low-Rank And Sparse Tensor Representation For Multi-View Subspace Clustering. ICIP (2021)
Yang Liu, Qian Zhang, Yongyong Chen, Qiang Cheng, Chong Peng
Hyperspectral Image Denoising with Log-Based Robust PCA. CoRR (2021)
Shuqin Wang, Yongyong Chen, Yi Jin, Yigang Cen, Yidong Li, Linna Zhang
Error-robust low-rank tensor approximation for multi-view clustering. Knowl. Based Syst. 215 (2021)
Yongyong Chen, Xiaolin Xiao, Yicong Zhou
Jointly Learning Kernel Representation Tensor and Affinity Matrix for Multi-View Clustering. IEEE Trans. Multim. 22 (8) (2020)
Yongyong Chen, Xiaolin Xiao, Yicong Zhou
Multi-view subspace clustering via simultaneously learning the representation tensor and affinity matrix. Pattern Recognit. 106 (2020)
Yongyong Chen, Jiaxue Li, Yicong Zhou
Hyperspectral image denoising by total variation-regularized bilinear factorization. Signal Process. 174 (2020)
Xiaolin Xiao, Yongyong Chen, Yue-Jiao Gong, Yicong Zhou
2D Quaternion Sparse Discriminant Analysis. IEEE Trans. Image Process. 29 (2020)
Yongyong Chen, Shuqin Wang, Fangying Zheng, Yigang Cen
Graph-regularized least squares regression for multi-view subspace clustering. Knowl. Based Syst. 194 (2020)
Yongyong Chen, Xiaolin Xiao, Yicong Zhou
Low-Rank Quaternion Approximation for Color Image Processing. IEEE Trans. Image Process. 29 (2020)
Juan Zhang, Changsheng Wan, Chunyu Zhang, Xiaojun Guo, Yongyong Chen
Noninteractive Lightweight Privacy-Preserving Auditing on Images in Mobile Crowdsourcing Networks. Secur. Commun. Networks 2020 (2020)
Chong Peng, Yongyong Chen, Zhao Kang, Chenglizhao Chen, Qiang Cheng
Robust principal component analysis: A factorization-based approach with linear complexity. Inf. Sci. 513 (2020)
Yongyong Chen, Xiaolin Xiao, Yicong Zhou
Multi-view Clustering via Simultaneously Learning Graph Regularized Low-Rank Tensor Representation and Affinity Matrix. ICME (2019)
Shuqin Wang, Yongli Wang, Yongyong Chen, Peng Pan, Zhipeng Sun, Guoping He
Robust PCA Using Matrix Factorization for Background/Foreground Separation. IEEE Access 6 (2018)
Yongyong Chen, Shuqin Wang, Yicong Zhou
Tensor Nuclear Norm-Based Low-Rank Approximation With Total Variation Regularization. IEEE J. Sel. Top. Signal Process. 12 (6) (2018)
Yongyong Chen, Yicong Zhou
Robust Principal Component Analysis with Matrix Factorization. ICASSP (2018)
Yongyong Chen, Yicong Zhou
Total Variation Regularized Low-Rank Tensor Approximation for Color Image Denoising. SMC (2018)
Chong Peng, Zhao Kang, Fei Xu, Yongyong Chen, Qiang Cheng
Image Projection Ridge Regression for Subspace Clustering. IEEE Signal Process. Lett. 24 (7) (2017)
Yongyong Chen, Yanwen Guo, Yongli Wang, Dong Wang, Chong Peng, Guoping He
Denoising of Hyperspectral Images Using Nonconvex Low Rank Matrix Approximation. IEEE Trans. Geosci. Remote. Sens. 55 (9) (2017)
Fei Xu, Jingqi Han, Yongli Wang, Ming Chen, Yongyong Chen, Guoping He, Yunhong Hu
Dynamic Magnetic Resonance Imaging via Nonconvex Low-Rank Matrix Approximation. IEEE Access 5 (2017)
Fei Xu, Yongyong Chen, Chong Peng, Yongli Wang, Xuefeng Liu, Guoping He
Denoising of Hyperspectral Image Using Low-Rank Matrix Factorization. IEEE Geosci. Remote. Sens. Lett. 14 (7) (2017)
Yongyong Chen, Yongli Wang, Mingqiang Li, Guoping He
Augmented Lagrangian alternating direction method for low-rank minimization via non-convex approximation. Signal Image Video Process. 11 (7) (2017)