Jun Wang

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 73

Top Topics

Convolutional Network

Subspace Clustering

Image Classification

Top Venues

IEEE J. Biomed. Health Informatics

IEEE Trans. Fuzzy Syst.

IEEE Trans. Cybern.

Publications

Shuang Liang, Wenlong Hang, Baiying Lei, Jun Wang, Jing Qin, Kup-Sze Choi, Yu Zhang
Adaptive Multimodel Knowledge Transfer Matrix Machine for EEG Classification. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Huili Zhang, Lehang Guo, Jun Wang, Shihui Ying, Jun Shi
Correction to: Multi-View Feature Transformation Based SVM+ for Computer-Aided Diagnosis of Liver Cancers With Ultrasound Image. IEEE J. Biomed. Health Informatics 28 (7) (2024)
Tianxiang Huang, Jing Shi, Juncheng Li, Jun Wang, Jun Du, Jun Shi
Involution Transformer Based U-Net for Landmark Detection in Ultrasound Images for Diagnosis of Infantile DDH. IEEE J. Biomed. Health Informatics 28 (8) (2024)
Jian Wang, Liang Qiao, Shichong Zhou, Jin Zhou, Jun Wang, Juncheng Li, Shihui Ying, Cai Chang, Jun Shi
Weakly Supervised Lesion Detection and Diagnosis for Breast Cancers With Partially Annotated Ultrasound Images. IEEE Trans. Medical Imaging 43 (7) (2024)
Yuanming Zhang, Zheng Li, Xiangmin Han, Saisai Ding, Juncheng Li, Jun Wang, Shihui Ying, Jun Shi
Pseudo-Data Based Self-Supervised Federated Learning for Classification of Histopathological Images. IEEE Trans. Medical Imaging 43 (3) (2024)
Ke Sun, Jing Shi, Ge Jin, Juncheng Li, Jun Wang, Jun Du, Jun Shi
Dual-domain MIM based contrastive learning for CAD of developmental dysplasia of the hip with ultrasound images. Biomed. Signal Process. Control. 97 (2024)
Saisai Ding, Jun Wang, Juncheng Li, Jun Shi
Multi-scale Prototypical Transformer for Whole Slide Image Classification. MICCAI (6) (2023)
Zheng Li, Shihui Ying, Jun Wang, Hongjian He, Jun Shi
Reconstruction of Quantitative Susceptibility Mapping From Total Field Maps With Local Field Maps Guided UU-Net. IEEE J. Biomed. Health Informatics 27 (4) (2023)
Zhiyang Lu, Jian Wang, Zheng Li, Shihui Ying, Jun Wang, Jun Shi, Dinggang Shen
Two-Stage Self-Supervised Cycle-Consistency Transformer Network for Reducing Slice Gap in MR Images. IEEE J. Biomed. Health Informatics 27 (7) (2023)
Zhaowu Lu, Jun Wang, Rui Mao, Minhua Lu, Jun Shi
Jointly Composite Feature Learning and Autism Spectrum Disorder Classification Using Deep Multi-Output Takagi-Sugeno-Kang Fuzzy Inference Systems. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (1) (2023)
Shitong Wang, Fu-Lai Chung, Jun Wu, Jun Wang
Corrigendum to "Least learning machine and its experimental studies on regression capability" [Applied Soft Computing 21 (2014) 677-684]. Appl. Soft Comput. 142 (2023)
Huili Zhang, Lehang Guo, Jun Wang, Shihui Ying, Jun Shi
Multi-View Feature Transformation Based SVM+ for Computer-Aided Diagnosis of Liver Cancers With Ultrasound Images. IEEE J. Biomed. Health Informatics 27 (3) (2023)
Ronglin Gong, Jing Shi, Jian Wang, Jun Wang, Jianwei Zhou, Xiaofeng Lu, Jun Du, Jun Shi
Hybrid-supervised bidirectional transfer networks for computer-aided diagnosis. Comput. Biol. Medicine 165 (2023)
Xiangmin Han, Bangming Gong, Lehang Guo, Jun Wang, Shihui Ying, Shuo Li, Jun Shi
B-mode ultrasound based CAD for liver cancers via multi-view privileged information learning. Neural Networks 164 (2023)
Hao Zhu, Jun Wang, Yin-Ping Zhao, Minhua Lu, Jun Shi
Contrastive Multi-View Composite Graph Convolutional Networks Based on Contribution Learning for Autism Spectrum Disorder Classification. IEEE Trans. Biomed. Eng. 70 (6) (2023)
Saisai Ding, Zhiyang Gao, Jun Wang, Minhua Lu, Jun Shi
Fractal graph convolutional network with MLP-mixer based multi-path feature fusion for classification of histopathological images. Expert Syst. Appl. 212 (2023)
Saisai Ding, Juncheng Li, Jun Wang, Shihui Ying, Jun Shi
Multi-Scale Efficient Graph-Transformer for Whole Slide Image Classification. IEEE J. Biomed. Health Informatics 27 (12) (2023)
Xiangmin Han, Jun Wang, Shihui Ying, Jun Shi, Dinggang Shen
ML-DSVM+: A meta-learning based deep SVM+ for computer-aided diagnosis. Pattern Recognit. 134 (2023)
Xin Wang, Jun Wang, Fei Shan, Yiqiang Zhan, Jun Shi, Dinggang Shen
Severity prediction of pulmonary diseases using chest CT scans via cost-sensitive label multi-kernel distribution learning. Comput. Biol. Medicine 159 (2023)
Saisai Ding, Juncheng Li, Jun Wang, Shihui Ying, Jun Shi
Multi-scale Efficient Graph-Transformer for Whole Slide Image Classification. CoRR (2023)
Wei Zhang, Zhaohong Deng, Te Zhang, Kup-Sze Choi, Jun Wang, Shitong Wang
Incomplete Multiple View Fuzzy Inference System With Missing View Imputation and Cooperative Learning. IEEE Trans. Fuzzy Syst. 30 (8) (2022)
Jun Wang, Fengyexin Zhang, Xiuyi Jia, Xin Wang, Han Zhang, Shihui Ying, Qian Wang, Jun Shi, Dinggang Shen
Multi-Class ASD Classification via Label Distribution Learning with Class-Shared and Class-Specific Decomposition. Medical Image Anal. 75 (2022)
Qiongdan Lou, Zhaohong Deng, Kup-Sze Choi, Hong-Bin Shen, Jun Wang, Shitong Wang
Robust Multi-Label Relief Feature Selection Based on Fuzzy Margin Co-Optimization. IEEE Trans. Emerg. Top. Comput. Intell. 6 (2) (2022)
Ronglin Gong, Linlin Wang, Jun Wang, Binjie Ge, Hang Yu, Jun Shi
Self-Distilled Supervised Contrastive Learning for diagnosis of breast cancers with histopathological images. Comput. Biol. Medicine 146 (2022)
Lei Xu, Hui Wu, Chunming He, Jun Wang, Changqing Zhang, Feiping Nie, Lei Chen
Multi-modal sequence learning for Alzheimer's disease progression prediction with incomplete variable-length longitudinal data. Medical Image Anal. 82 (2022)
Ronglin Gong, Xiangmin Han, Jun Wang, Shihui Ying, Jun Shi
Self-Supervised Bi-Channel Transformer Networks for Computer-Aided Diagnosis. IEEE J. Biomed. Health Informatics 26 (7) (2022)
Zhongyi Hu, Jun Wang, Chunxiang Zhang, Zhenzhen Luo, Xiaoqing Luo, Lei Xiao, Jun Shi
Uncertainty Modeling for Multicenter Autism Spectrum Disorder Classification Using Takagi-Sugeno-Kang Fuzzy Systems. IEEE Trans. Cogn. Dev. Syst. 14 (2) (2022)
Weichang Ding, Jun Wang, Weijun Zhou, Shichong Zhou, Cai Chang, Jun Shi
Joint Localization and Classification of Breast Cancer in B-Mode Ultrasound Imaging via Collaborative Learning With Elastography. IEEE J. Biomed. Health Informatics 26 (9) (2022)
Jun Shi, Yuanming Zhang, Zheng Li, Xiangmin Han, Saisai Ding, Jun Wang, Shihui Ying
Pseudo-Data based Self-Supervised Federated Learning for Classification of Histopathological Images. CoRR (2022)
Zhiyang Gao, Zhiyang Lu, Jun Wang, Shihui Ying, Jun Shi
A Convolutional Neural Network and Graph Convolutional Network Based Framework for Classification of Breast Histopathological Images. IEEE J. Biomed. Health Informatics 26 (7) (2022)
Xiangmin Han, Xiaoyan Fei, Jun Wang, Tao Zhou, Shihui Ying, Jun Shi, Dinggang Shen
Doubly Supervised Transfer Classifier for Computer-Aided Diagnosis With Imbalanced Modalities. IEEE Trans. Medical Imaging 41 (8) (2022)
Wei Zhang, Zhaohong Deng, Jun Wang, Kup-Sze Choi, Te Zhang, Xiaoqing Luo, Hong-Bin Shen, Wenhao Ying, Shitong Wang
Transductive Multiview Modeling With Interpretable Rules, Matrix Factorization, and Cooperative Learning. IEEE Trans. Cybern. 52 (10) (2022)
Bangming Gong, Jing Shi, Xiangmin Han, Huan Zhang, Yuemin Huang, Liwei Hu, Jun Wang, Jun Du, Jun Shi
Diagnosis of Infantile Hip Dysplasia With B-Mode Ultrasound via Two-Stage Meta-Learning Based Deep Exclusivity Regularized Machine. IEEE J. Biomed. Health Informatics 26 (1) (2022)
Yanbin He, Zhiyang Lu, Jun Wang, Jun Shi
A Channel Attention Based MLP-Mixer Network for Motor Imagery Decoding With EEG. ICASSP (2022)
Jun Wang, Zhuangzhuang Zhao, Zhaohong Deng, Kup-Sze Choi, Lejun Gong, Jun Shi, Shitong Wang
Manifold-Regularized Multitask Fuzzy System Modeling With Low-Rank and Sparse Structures in Consequent Parameters. IEEE Trans. Fuzzy Syst. 30 (5) (2022)
Huili Zhang, Lehang Guo, Dan Wang, Jun Wang, Lili Bao, Shihui Ying, Huixiong Xu, Jun Shi
Multi-Source Transfer Learning Via Multi-Kernel Support Vector Machine Plus for B-Mode Ultrasound-Based Computer-Aided Diagnosis of Liver Cancers. IEEE J. Biomed. Health Informatics 25 (10) (2021)
Xinyuan Liu, Jihua Zhu, Qinghai Zheng, Zhongyu Li, Ruixin Liu, Jun Wang
Bidirectional loss function for Label Enhancement and distribution learning. Knowl. Based Syst. 213 (2021)
Zheng Li, Chaofeng Wang, Jun Wang, Shihui Ying, Jun Shi
Lightweight adaptive weighted network for single image super-resolution. Comput. Vis. Image Underst. 211 (2021)
Jun Wang, Defu Lin, Zhaohong Deng, Yizhang Jiang, Jihua Zhu, Lei Chen, Zuoyong Li, Lejun Gong, Shitong Wang
Multitask TSK Fuzzy System Modeling by Jointly Reducing Rules and Consequent Parameters. IEEE Trans. Syst. Man Cybern. Syst. 51 (7) (2021)
Zhiyang Lu, Zheng Li, Jun Wang, Jun Shi, Dinggang Shen
Two-Stage Self-Supervised Cycle-Consistency Network for Reconstruction of Thin-Slice MR Images. CoRR (2021)
Zheng Li, Jun Li, Chaoyue Wang, Zhiyang Lu, Jun Wang, Hongjian He, Jun Shi
Meta-Learning Based Interactively Connected Clique U-Net for Quantitative Susceptibility Mapping. IEEE Trans. Computational Imaging 7 (2021)
Peng Xu, Zhaohong Deng, Jun Wang, Qun Zhang, Kup-Sze Choi, Shitong Wang
Transfer Representation Learning With TSK Fuzzy System. IEEE Trans. Fuzzy Syst. 29 (3) (2021)
Wenhao Ying, Jun Wang, Zhaohong Deng, Fuquan Zhang, Zuoyong Li
Fuzzy Clustering with Self-growing Net. Int. J. Fuzzy Syst. 22 (2) (2020)
Haoyu Tang, Jihua Zhu, Qinghai Zheng, Jun Wang, Shanmin Pang, Zhongyu Li
Label Enhancement with Sample Correlations via Low-Rank Representation. AAAI (2020)
Qinghai Zheng, Jihua Zhu, Zhongyu Li, Shanmin Pang, Jun Wang, Lei Chen
Consistent and Complementary Graph Regularized Multi-view Subspace Clustering. CoRR (2020)
Qinghai Zheng, Jihua Zhu, Zhongyu Li, Shanmin Pang, Jun Wang, Yaochen Li
Feature concatenation multi-view subspace clustering. Neurocomputing 379 (2020)
Jun Wang, Lichi Zhang, Qian Wang, Lei Chen, Jun Shi, Xiaobo Chen, Zuoyong Li, Dinggang Shen
Multi-Class ASD Classification Based on Functional Connectivity and Functional Correlation Tensor via Multi-Source Domain Adaptation and Multi-View Sparse Representation. IEEE Trans. Medical Imaging 39 (10) (2020)
Xinyuan Liu, Jihua Zhu, Qinghai Zheng, Zhongyu Li, Ruixin Liu, Jun Wang
Bidirectional Loss Function for Label Enhancement and Distribution Learning. CoRR (2020)
Congcong Jin, Jihua Zhu, Yaochen Li, Shanmin Pang, Lei Chen, Jun Wang
Multi-view registration based on weighted LRS matrix decomposition of motions. IET Comput. Vis. 13 (4) (2019)
Peng Xu, Zhaohong Deng, Jun Wang, Qun Zhang, Shitong Wang
Transfer Representation Learning with TSK Fuzzy System. CoRR (2019)
Qinghai Zheng, Jihua Zhu, Zhongyu Li, Shanmin Pang, Jun Wang
Feature Concatenation Multi-view Subspace Clustering. CoRR (2019)
Peng Xu, Zhaohong Deng, Chen Cui, Te Zhang, Kup-Sze Choi, Suhang Gu, Jun Wang, Shitong Wang
Concise Fuzzy System Modeling Integrating Soft Subspace Clustering and Sparse Learning. IEEE Trans. Fuzzy Syst. 27 (11) (2019)
Zutao Jiang, Jihua Zhu, Yaochen Li, Jun Wang, Zhongyu Li, Huimin Lu
Simultaneous Merging Multiple Grid Maps Using the Robust Motion Averaging. J. Intell. Robotic Syst. 94 (3-4) (2019)
Jun Wang, Ying Zhang, Tao Zhou, Zhaohong Deng, Huifang Huang, Shitong Wang, Jun Shi, Dinggang Shen
Interpretable Feature Learning Using Multi-output Takagi-Sugeno-Kang Fuzzy System for Multi-center ASD Diagnosis. MICCAI (3) (2019)
Jun Wang, Qian Wang, Han Zhang, Jiawei Chen, Shitong Wang, Dinggang Shen
Sparse Multiview Task-Centralized Ensemble Learning for ASD Diagnosis Based on Age- and Sex-Related Functional Connectivity Patterns. IEEE Trans. Cybern. 49 (8) (2019)
Di Zhou, Jun Wang, Bin Jiang, Yajun Li
Multiple-relations-constrained image classification with limited training samples via Pareto optimization. Neural Comput. Appl. 31 (10) (2019)
Peng Xu, Zhaohong Deng, Chen Cui, Te Zhang, Kup-Sze Choi, Suhang Gu, Jun Wang, Shitong Wang
Concise Fuzzy System Modeling Integrating Soft Subspace Clustering and Sparse Learning. CoRR (2019)
Xiuyi Jia, Tingting Ren, Lei Chen, Jun Wang, Jihua Zhu, Xianzhong Long
Weakly supervised label distribution learning based on transductive matrix completion with sample correlations. Pattern Recognit. Lett. 125 (2019)
Peng Xu, Zhaohong Deng, Kup-Sze Choi, Jun Wang, Shitong Wang
Joint Information Preservation for Heterogeneous Domain Adaptation. CoRR (2019)
Xiaokang Qi, Lei Chen, Kang An, Jun Wang, Bin Zhang, Kuiwen Xu, Dexin Ye, Changzhi Li, Lixin Ran
Bioinspired In-Grid Navigation and Positioning Based on an Artificially Established Magnetic Gradient. IEEE Trans. Veh. Technol. 67 (11) (2018)
Di Zhou, Jun Wang, Bin Jiang, Hua Guo, Yajun Li
Multi-Task Multi-View Learning Based on Cooperative Multi-Objective Optimization. IEEE Access 6 (2018)
Xiaokang Qi, Lei Chen, Kang An, Jun Wang, Chao Ma, Bin Zhang, Kuiwen Xu, Huan Li, Dexin Ye, Jiangtao Huangfu, Changzhi Li, Lixin Ran
Wireless Indoor Positioning With Vertically Uniform Alternating Magnetic Fields. IEEE Trans. Instrum. Meas. 67 (11) (2018)
Jun Wang, Huan Liu, Xiaohua Qian, Yizhang Jiang, Zhaohong Deng, Shitong Wang
Cascaded Hidden Space Feature Mapping, Fuzzy Clustering, and Nonlinear Switching Regression on Large Datasets. IEEE Trans. Fuzzy Syst. 26 (2) (2018)
Jihua Zhu, Siyu Xu, Zutao Jiang, Shanmin Pang, Jun Wang, Zhongyu Li
Multi-view registration of unordered range scans by fast correspondence propagation of multi-scale descriptors. CoRR (2018)
Defu Lin, Jun Wang, Jihua Zhu, Yifan Wang, Yizhang Jiang, Zhaohong Deng, Weiwei Li, Shitong Wang
A Novel Takagi-Sugeno Fuzzy System Modeling Method with Joint Feature Selection and Rule Reduction. FUZZ-IEEE (2018)
Tongguang Ni, Xiaoqing Gu, Jun Wang, Yuhui Zheng, Hongyuan Wang
Scalable transfer support vector machine with group probabilities. Neurocomputing 273 (2018)
Zutao Jiang, Jihua Zhu, Shanmin Pang, Yaochen Li, Jun Wang
K-means clustering for efficient and robust registration of multi-view point sets. CoRR (2017)
Congcong Jin, Jihua Zhu, Yaochen Li, Shanmin Pang, Lei Chen, Jun Wang
Multi-view Registration Based on Weighted Low Rank and Sparse Matrix Decomposition of Motions. CoRR (2017)
Jihua Zhu, Siyu Xu, Jie Hou, Yaochen Li, Jun Wang, Huimin Lu
Effective scaling registration approach by imposing the emphasis on the scale factor. CoRR (2017)
Jun Wang, Qian Wang, Shitong Wang, Dinggang Shen
Sparse Multi-view Task-Centralized Learning for ASD Diagnosis. MLMI@MICCAI (2017)
Jun Wang, Zhaohong Deng, Xiaoqing Luo, Yizhang Jiang, Shitong Wang
Scalable learning method for feedforward neural networks using minimal-enclosing-ball approximation. Neural Networks 78 (2016)
Zhaohong Deng, Kup-Sze Choi, Yizhang Jiang, Jun Wang, Shitong Wang
A survey on soft subspace clustering. Inf. Sci. 348 (2016)
Jun Wang, Zhaohong Deng, Kup-Sze Choi, Yizhang Jiang, Xiaoqing Luo, Fu-Lai Chung, Shitong Wang
Distance metric learning for soft subspace clustering in composite kernel space. Pattern Recognit. 52 (2016)
Wenhao Ying, Conghua Xie, Huan Dai, Shengrong Gong, Jun Wang
Domain adaptation via support vector machine based on scatter difference. ICCAIS (2015)
Shitong Wang, Fu-Lai Chung, Jun Wang, Jun Wu
A fast learning method for feedforward neural networks. Neurocomputing 149 (2015)
Yizhang Jiang, Fu-Lai Chung, Shitong Wang, Zhaohong Deng, Jun Wang, Pengjiang Qian
Collaborative Fuzzy Clustering From Multiple Weighted Views. IEEE Trans. Cybern. 45 (4) (2015)
Shitong Wang, Jun Wang, Fulai Chung
Kernel Density Estimation, Kernel Methods, and Fast Learning in Large Data Sets. IEEE Trans. Cybern. 44 (1) (2014)
Jun Wang, Fu-Lai Chung, Shitong Wang, Zhaohong Deng
Double indices-induced FCM clustering and its integration with fuzzy subspace clustering. Pattern Anal. Appl. 17 (3) (2014)
Shitong Wang, Fu-Lai Chung, Jun Wu, Jun Wang
Least learning machine and its experimental studies on regression capability. Appl. Soft Comput. 21 (2014)
Zhaohong Deng, Kup-Sze Choi, Jun Wang, Shitong Wang
A Survey on Soft Subspace Clustering. CoRR (2014)
Jun Wang, Zhaohong Deng, Yizhang Jiang, Pengjiang Qian, Shitong Wang
Multiple-kernel based soft subspace fuzzy clustering. FUZZ-IEEE (2014)
Jun Wang, Shitong Wang, Fulai Chung, Zhaohong Deng
Fuzzy partition based soft subspace clustering and its applications in high dimensional data. Inf. Sci. 246 (2013)
Jun Wang, Fu-Lai Chung, Zhaohong Deng, Shitong Wang, Wenhao Ying
Weighted spherical 1-mean with phase shift and its application in electrocardiogram discord detection. Artif. Intell. Medicine 57 (1) (2013)
Jun Wang, Shitong Wang, Zhaohong Deng, Korris Fu-Lai Chung
Double indices induced FCM clustering and its integration with fuzzy subspace clustering. FUZZ-IEEE (2012)