Cross-Media Semantic Matching via Sparse Neural Network Pre-trained by Deep Restricted Boltzmann Machines. - Bin Zhang 050; Huaxiang Zhang 001; Jiande Sun 001; Zhenhua Wang; Hongchen Wu; Xiao Dong (ICIMCS, 2017)

Modality-Reconstructed Cross-Media Retrieval via Sparse Neural Networks Pre-Trained by Restricted Boltzmann Machines. - Bin Zhang 050; Huaxiang Zhang 001; Jiande Sun 001; Zhenhua Wang; Hongchen Wu; Xiao Dong (J. Adv. Comput. Intell. Intell. Informatics, 2018)

Semi-supervised modality-dependent cross-media retrieval. - Xiao Dong; Jiande Sun 001; Peiyong Duan; Lili Meng; Yanyan Tan; Wenbo Wan; Hongchen Wu; Bin Zhang 050; Huaxiang Zhang 001 (Multim. Tools Appl., 2018)

Cross-media retrieval with collective deep semantic learning. - Bin Zhang 050; Lei Zhu 002; Jiande Sun 001; Huaxiang Zhang 001 (Multim. Tools Appl., 2018)

Modal-Dependent Retrieval Based on Mid-Level Semantic Enhancement Space. - Shunxin Zheng; Huaxiang Zhang 001; Yudan Qi; Bin Zhang 050 (IEEE Access, 2019)

Graph steered discriminative projections based on collaborative representation for Image recognition. - Li Liu 031; Bin Zhang 050; Huaxiang Zhang 001; Na Zhang (Multim. Tools Appl., 2019)

Cross-media retrieval based on linear discriminant analysis. - Yudan Qi; Huaxiang Zhang 001; Bin Zhang 050; Li Wang 148; Shunxin Zheng (Multim. Tools Appl., 2019)

Reconstruction of 3D Retina from Multi-viewed Stereo Fundus Images via Dynamic Registration. - Tingting Dan; Zhihao Fan; Yu Hu 004; Bin Zhang 050; Guihua Tao; Hongmin Cai (BIBM, 2020)

Tensor-based Low-rank and Graph Regularized Representation Learning for Multi-view Clustering. - Haiyan Wang 005; Guoqiang Han; Bin Zhang 050; Yu Hu 004; Hong Peng; Chu Han; Hongmin Cai (BIBM, 2020)

Exsavi: Excavating both sample-wise and view-wise relationships to boost multi-view subspace clustering. - Haiyan Wang 005; Guoqiang Han; Bin Zhang 050; Guihua Tao; Hongmin Cai (Neurocomputing, 2020)

Multi-Omics Data Clustering via the Guidance of Highly Correlated Features. - Bin Zhang 050; Hongmin Cai (BIBM, 2021)

Incorporating Discrete Wavelet Transformation Decomposition Convolution into Deep Network to Achieve Light Training. - Guihua Tao; Wentao Rong; Wanlin Weng; Tingting Dan; Bin Zhang 050; Hongmin Cai (ICANN (2), 2021)

Multi-View Tensor Clustering Through Exploiting Both Within-View and Across-View High-Order Correlations. - Haiyan Wang 005; Guoqiang Han; Yu Hu 004; Hong Peng; Jiazhou Chen; Bin Zhang 050; Hongmin Cai (ICME, 2021)

Evaluation of gene-drug common module identification methods using pharmacogenomics data. - Jie Huang; Jiazhou Chen; Bin Zhang 050; Lei Zhu 002; Hongmin Cai (Briefings Bioinform., 2021)

Fusion of multi-source retinal fundus images via automatic registration for clinical diagnosis. - Tingting Dan; Yu Hu 004; Chu Han; Zhihao Fan; Zhuobin Huang; Bin Zhang 050; Guihua Tao; Baoyi Liu; Honghua Yu; Hongmin Cai (Neurocomputing, 2021)

Learning task-driving affinity matrix for accurate multi-view clustering through tensor subspace learning. - Haiyan Wang 005; Guoqiang Han; Junyu Li 001; Bin Zhang 050; Jiazhou Chen; Yu Hu 004; Chu Han; Hongmin Cai (Inf. Sci., 2021)

Multi-View Learning a Decomposable Affinity Matrix via Tensor Self-Representation on Grassmann Manifold. - Haiyan Wang 005; Guoqiang Han; Bin Zhang 050; Guihua Tao; Hongmin Cai (IEEE Trans. Image Process., 2021)

Accurate Multi-view Clustering by Exploiting Within-view High-order Affinities through Tensor Self-representation. - Haiyan Wang 005; Jiazhou Chen; Bin Zhang 050; Hongmin Cai (BIBM, 2022)

SeqSeg: A sequential method to achieve nasopharyngeal carcinoma segmentation free from background dominance. - Guihua Tao; Haojiang Li; Jiabin Huang 007; Chu Han; Jiazhou Chen; Guangying Ruan; Wenjie Huang; Yu Hu 004; Tingting Dan; Bin Zhang 050; Shengfeng He; Lizhi Liu; et al. (Medical Image Anal., 2022)

Patient subgrouping with distinct survival rates via integration of multiomics data on a Grassmann manifold. - Ali Alfatemi; Hong Peng; Wentao Rong; Bin Zhang 050; Hongmin Cai (BMC Medical Informatics Decis. Mak., 2022)

Fast and Accurate Clustering of Multiple Modality Data via Feature Matching. - Bin Zhang 050; Hongmin Cai; Jiazhou Chen; Yu Hu 004; Jie Huang; Wentao Rong; Wanlin Weng; Qinjian Huang; Haiyan Wang 005; Hong Peng (IEEE Trans. Cybern., 2022)

Deep Multiview Clustering via Iteratively Self-Supervised Universal and Specific Space Learning. - Yue Zhang 045; Qinjian Huang; Bin Zhang 050; Shengfeng He; Tingting Dan; Hong Peng; Hongmin Cai (IEEE Trans. Cybern., 2022)

DeepGA for automatically estimating fetal gestational age through ultrasound imaging. - Tingting Dan; Xijie Chen; Miao He; Hongmei Guo; Xiaoqin He; Jiazhou Chen; Jianbo Xian; Yu Hu 004; Bin Zhang 050; Nan Wang; Hongning Xie; Hongmin Cai (Artif. Intell. Medicine, 2023)

Two-Dimensional Unsupervised Feature Selection via Sparse Feature Filter. - Junyu Li 001; Jiazhou Chen; Fei Qi 007; Tingting Dan; Wanlin Weng; Bin Zhang 050; Haoliang Yuan; Hongmin Cai; Cheng Zhong (IEEE Trans. Cybern., 2023)

Corrigendum to "DeepGA for automatically estimating fetal gestational age through ultrasound imaging" [Artif. Intell. Med. 135 (2023) 102453]. - Tingting Dan; Xijie Chen; Miao He; Hongmei Guo; Xiaoqin He; Jiazhou Chen; Jianbo Xian; Yu Hu 004; Bin Zhang 050; Nan Wang; Hongning Xie; Hongmin Cai (Artif. Intell. Medicine, 2024)

Accurate multi-view clustering to seek the cross-viewed yet uniform sample assignment via tensor feature matching. - Yue Zhang 045; Wuxiu Quan; Tatsuya Akutsu; Li Liu 031; Hongmin Cai; Bin Zhang 050 (Inf. Sci., 2024)

Unsupervised Dual Hashing Coding (UDC) on Semantic Tagging and Sample Content for Cross-Modal Retrieval. - Hongmin Cai; Bin Zhang 050; Junyu Li 001; Bin Hu 001; Jiazhou Chen (IEEE Trans. Multim., 2024)

Unsupervised Feature Selection via Collaborative Embedding Learning. - Junyu Li 001; Fei Qi 007; Xin Sun; Bin Zhang 050; Xiangmin Xu; Hongmin Cai (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Unsupervised Dual Deep Hashing With Semantic-Index and Content-Code for Cross-Modal Retrieval. - Bin Zhang 050; Yue Zhang 045; Junyu Li 001; Jiazhou Chen; Tatsuya Akutsu; Yiu-Ming Cheung; Hongmin Cai (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Efficient Multi-View Clustering via Essential Tensorized Bipartite Graph Learning. - Wanrong Gu; Junlong Guo; Haiyan Wang 005; Guangyu Zhang; Bin Zhang 050; Jiazhou Chen; Hongmin Cai (IEEE Trans. Emerg. Top. Comput. Intell., 2025)