WaveDec: A Wavelet Approach to Identify Both Shared and Individual Patterns of Copy-Number Variations. - Hongmin Cai; Peihua Chen; Jiazhou Chen 001; Jiulun Cai; Yan Song; Guoqiang Han 002 (IEEE Trans. Biomed. Eng., 2018)

Integrating Tensor Similarity to Enhance Clustering Performance. - Hong Peng; Jiazhou Chen 001; Haiyan Wang 005; Yu Hu 004; Hongmin Cai (CoRR, 2019)

Finding Correlated Patterns via High-Order Matching for Multiple Sourced Biological Data. - Xi Yang 012; Guoqiang Han 002; Jiazhou Chen 001; Hongmin Cai (IEEE Trans. Biomed. Eng., 2019)

Estimating Common Harmonic Waves of Brain Networks on Stiefel Manifold. - Jiazhou Chen 001; Guoqiang Han 002; Hongmin Cai; Junbo Ma; Minjeong Kim; Paul J. Laurienti; Guorong Wu 001 (MICCAI (7), 2020)

Attention-Guided Deep Graph Neural Network for Longitudinal Alzheimer's Disease Analysis. - Junbo Ma; Xiaofeng Zhu 001; Defu Yang; Jiazhou Chen 001; Guorong Wu 001 (MICCAI (7), 2020)

Identification of Multidimensional Regulatory Modules Through Multi-Graph Matching With Network Constraints. - Jiazhou Chen 001; Guoqiang Han 002; Aodan Xu; Hongmin Cai (IEEE Trans. Biomed. Eng., 2020)

Identifying "Many-to-Many" Relationships between Gene-Expression Data and Drug-Response Data via Sparse Binary Matching. - Jiulun Cai; Hongmin Cai; Jiazhou Chen 001; Xi Yang 012 (IEEE ACM Trans. Comput. Biol. Bioinform., 2020)

Detecting Brain State Changes via Manifold Mean Shifting. - Zhuobin Huang; Tingting Dan; Yi Lin; Jiazhou Chen 001; Hongmin Cai; Guorong Wu 001 (BIBM, 2021)

Multi-View Tensor Clustering Through Exploiting Both Within-View and Across-View High-Order Correlations. - Haiyan Wang 005; Guoqiang Han 002; Yu Hu 004; Hong Peng; Jiazhou Chen 001; Bin Zhang 050; Hongmin Cai (ICME, 2021)

Discovering Spreading Pathways of Neuropathological Events in Alzheimer's Disease Using Harmonic Wavelets. - Jiazhou Chen 001; Defu Yang; Hongmin Cai; Martin Styner; Guorong Wu 001 (IPMI, 2021)

Evaluation of gene-drug common module identification methods using pharmacogenomics data. - Jie Huang; Jiazhou Chen 001; Bin Zhang 050; Lei Zhu 002; Hongmin Cai (Briefings Bioinform., 2021)

Survey and comparative assessments of computational multi-omics integrative methods with multiple regulatory networks identifying distinct tumor compositions across pan-cancer data sets. - Zhuohui Wei; Yue Zhang 045; Wanlin Weng; Jiazhou Chen 001; Hongmin Cai (Briefings Bioinform., 2021)

Learning a consensus affinity matrix for multi-view clustering via subspaces merging on Grassmann manifold. - Wentao Rong; Enhong Zhuo; Hong Peng; Jiazhou Chen 001; Haiyan Wang 005; Chu Han; Hongmin Cai (Inf. Sci., 2021)

Learning task-driving affinity matrix for accurate multi-view clustering through tensor subspace learning. - Haiyan Wang 005; Guoqiang Han 002; Junyu Li 001; Bin Zhang 050; Jiazhou Chen 001; Yu Hu 004; Chu Han; Hongmin Cai (Inf. Sci., 2021)

Learning Common Harmonic Waves on Stiefel Manifold - A New Mathematical Approach for Brain Network Analyses. - Jiazhou Chen 001; Guoqiang Han 002; Hongmin Cai; Defu Yang; Paul J. Laurienti; Martin Styner; Guorong Wu 001 (IEEE Trans. Medical Imaging, 2021)

Accurate Multi-view Clustering by Exploiting Within-view High-order Affinities through Tensor Self-representation. - Haiyan Wang 005; Jiazhou Chen 001; Bin Zhang 050; Hongmin Cai (BIBM, 2022)

Characterizing the propagation pathway of neuropathological events of Alzheimer's disease using harmonic wavelet analysis. - Jiazhou Chen 001; Hongmin Cai; Defu Yang; Martin Styner; Guorong Wu 001; Alzheimer's Disease Neuroimaging Initiative (Medical Image Anal., 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 001; Guangying Ruan; Wenjie Huang; Yu Hu 004; Tingting Dan; Bin Zhang 050; Shengfeng He; Lizhi Liu; et al. (Medical Image Anal., 2022)

Integrating Tensor Similarity to Enhance Clustering Performance. - Hong Peng; Yu Hu 004; Jiazhou Chen 001; Haiyan Wang 005; Yang Li 172; Hongmin Cai (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Group-Wise Hub Identification by Learning Common Graph Embeddings on Grassmannian Manifold. - Defu Yang; Jiazhou Chen 001; Chenggang Yan 001; Minjeong Kim; Paul J. Laurienti; Martin Styner; Guorong Wu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Fast and Accurate Clustering of Multiple Modality Data via Feature Matching. - Bin Zhang 050; Hongmin Cai; Jiazhou Chen 001; Yu Hu 004; Jie Huang; Wentao Rong; Wanlin Weng; Qinjian Huang; Haiyan Wang 005; Hong Peng (IEEE Trans. Cybern., 2022)

NPCNet: Jointly Segment Primary Nasopharyngeal Carcinoma Tumors and Metastatic Lymph Nodes in MR Images. - Yang Li 172; Tingting Dan; Haojiang Li; Jiazhou Chen 001; Hong Peng; Lizhi Liu; Hongmin Cai (IEEE Trans. Medical Imaging, 2022)

Multi-Kernel Tensor Fusion on Grassmann Manifold for Genomic Data Clustering. - Fei Qi 007; Junyu Li 001; Yi Liao; Wenxiong Liao; Jiazhou Chen 001; Hongmin Cai (BIBM, 2023)

Discovering Brain Network Dysfunction in Alzheimer's Disease Using Brain Hypergraph Neural Network. - Hongmin Cai; Zhixuan Zhou; Defu Yang; Guorong Wu 001; Jiazhou Chen 001 (MICCAI (5), 2023)

Learning pyramidal multi-scale harmonic wavelets for identifying the neuropathology propagation patterns of Alzheimer's disease. - Huan Liu 017; Hongmin Cai; Defu Yang; Wentao Zhu 002; Guorong Wu 001; Jiazhou Chen 001 (Medical Image Anal., 2023)

Identifying miRNA-Gene Common and Specific Regulatory Modules for Cancer Subtyping by a High-Order Graph Matching Model. - Jiazhou Chen 001; Guoqiang Han 002; Aodan Xu; Tatsuya Akutsu; Hongmin Cai (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

Similarity Fusion via Exploiting High Order Proximity for Cancer Subtyping. - Jiazhou Chen 001; Wentao Rong; Guihua Tao; Hongmin Cai (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

Deep Manifold Harmonic Network With Dual Attention for Brain Disorder Classification. - Xiaoqi Sheng; Jiazhou Chen 001; Yong Liu 002; Bin Hu 001; Hongmin Cai (IEEE J. Biomed. Health Informatics, 2023)

DeepGA for automatically estimating fetal gestational age through ultrasound imaging. - Tingting Dan; Xijie Chen; Miao He; Hongmei Guo; Xiaoqin He; Jiazhou Chen 001; Jianbo Xian; Yu Hu 004; Bin Zhang 050; Nan Wang; Hongning Xie; Hongmin Cai (Artif. Intell. Medicine, 2023)

Estimating Outlier-Immunized Common Harmonic Waves for Brain Network Analyses on the Stiefel Manifold. - Hongmin Cai; Huan Liu 017; Defu Yang; Guorong Wu 001; Bin Hu 001; Jiazhou Chen 001 (IEEE J. Biomed. Health Informatics, 2023)

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

Multiview Deep Graph Infomax to Achieve Unsupervised Graph Embedding. - Zhichao Zhou; Yu Hu 004; Yue Zhang 045; Jiazhou Chen 001; Hongmin Cai (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 001; Jianbo Xian; Yu Hu 004; Bin Zhang 050; Nan Wang; Hongning Xie; Hongmin Cai (Artif. Intell. Medicine, 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 001 (IEEE Trans. Multim., 2024)

Collaborative Embedding Learning via Tensor Integration for Multi-View Clustering. - Yue Zhang 045; Xin Sun; Hongmin Cai; Haiyan Wang 005; Jiazhou Chen 001; Endai Guo; Fei Qi 007; Junyu Li 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Brain Network Classification for Accurate Detection of Alzheimer's Disease via Manifold Harmonic Discriminant Analysis. - Hongmin Cai; Xiaoqi Sheng; Guorong Wu 001; Bin Hu 001; Yiu-Ming Cheung; Jiazhou Chen 001 (IEEE Trans. Neural Networks Learn. Syst., 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 001; Tatsuya Akutsu; Yiu-Ming Cheung; Hongmin Cai (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Harmonic Wavelet Neural Network for Discovering Neuropathological Propagation Patterns in Alzheimer's Disease. - Hongmin Cai; Ranran Deng; Defu Yang; Fa Zhang 001; Guorong Wu 001; Jiazhou Chen 001 (IEEE J. Biomed. Health Informatics, 2025)

A Novel Spatio-Temporal Hub Identification in Brain Networks by Learning Dynamic Graph Embedding on Grassmannian Manifolds. - Defu Yang; Hui Shen; Minghan Chen; Shuai Wang 003; Jiazhou Chen 001; Hongmin Cai; Xueli Chen; Guorong Wu 001; Wentao Zhu 002 (IEEE Trans. Medical Imaging, 2025)

Modality-Aware Discriminative Fusion Network for Integrated Analysis of Brain Imaging Genomics. - Xiaoqi Sheng; Hongmin Cai; Yongwei Nie; Shengfeng He; Yiu-Ming Cheung; Jiazhou Chen 001 (IEEE Trans. Neural Networks Learn. Syst., 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 001; Hongmin Cai (IEEE Trans. Emerg. Top. Comput. Intell., 2025)