Jiazhou Chen

52 papers A 1Journal 40Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
H$^{3}$CDR : An Anti-Cancer Drug Response Prediction Model Driven by Heterogeneous and Homogeneous Hybrid Graph Neural Network.
IEEE Trans. Comput. Biol. Bioinform.
Guosheng Gu, Haojie Han, Haowei Wu, Yuping Sun, Ping Liu, Guihua Jiang, Jiehang Deng, Guobo Xie, Jiazhou Chen
2025 J jnl
A Novel Spatio-Temporal Hub Identification in Brain Networks by Learning Dynamic Graph Embedding on Grassmannian Manifolds.
IEEE Trans. Medical Imaging
Defu Yang, Hui Shen, Minghan Chen, Shuai Wang, Jiazhou Chen, Hongmin Cai, Xueli Chen, Guorong Wu, Wentao Zhu
2025 J jnl
Batch Specular Manifold Sampling for caustics rendering.
Vis. Comput.
Pengpei Hong, Chuhua Xian, Hongmin Cai, Jiazhou Chen, Guiqing Li
2025 — conf
Consensus-Guided Anchor Graph Alignment for Multi-View Clustering.
BIBM
Haiyan Wang, Xubin Zhang, Jiazhou Chen, Hongmin Cai
2025 — conf
Dual High-Order Random Walk Enhanced Adaptive Binary Multi-View Clustering.
BIBM
Haiyan Wang, Biao Xue, Jiazhou Chen, Hongmin Cai
2025 J jnl
Efficient Multi-View Clustering via Essential Tensorized Bipartite Graph Learning.
IEEE Trans. Emerg. Top. Comput. Intell.
Wanrong Gu, Junlong Guo, Haiyan Wang, Guangyu Zhang, Bin Zhang, Jiazhou Chen, Hongmin Cai
2025 — conf
GE2Hist: Generating Histology Images from Single-Cell Gene Expression via Cross-Modal Generative Network.
MICCAI (11)
Hongmin Cai, Boan Ji, Shangyan Cai, Yi Liao, Jiazhou Chen, Weitian Huang
2025 J jnl
Harmonic Wavelet Neural Network for Discovering Neuropathological Propagation Patterns in Alzheimer's Disease.
IEEE J. Biomed. Health Informatics
Hongmin Cai, Ranran Deng, Defu Yang, Fa Zhang, Guorong Wu, Jiazhou Chen
2025 J jnl
Modality-Aware Discriminative Fusion Network for Integrated Analysis of Brain Imaging Genomics.
IEEE Trans. Neural Networks Learn. Syst.
Xiaoqi Sheng, Hongmin Cai, Yongwei Nie, Shengfeng He, Yiu-ming Cheung, Jiazhou Chen
2025 J jnl
Unsupervised Dual Deep Hashing With Semantic-Index and Content-Code for Cross-Modal Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell.
Bin Zhang, Yue Zhang, Junyu Li, Jiazhou Chen, Tatsuya Akutsu, Yiu-ming Cheung, Hongmin Cai
2024 J jnl
Brain Network Classification for Accurate Detection of Alzheimer's Disease via Manifold Harmonic Discriminant Analysis.
IEEE Trans. Neural Networks Learn. Syst.
Hongmin Cai, Xiaoqi Sheng, Guorong Wu, Bin Hu, Yiu-ming Cheung, Jiazhou Chen
2024 J jnl
Collaborative Embedding Learning via Tensor Integration for Multi-View Clustering.
IEEE Trans. Emerg. Top. Comput. Intell.
Yue Zhang, Xin Sun, Hongmin Cai, Haiyan Wang, Jiazhou Chen, Endai Guo, Fei Qi, Junyu Li
2024 J jnl
Corrigendum to "DeepGA for automatically estimating fetal gestational age through ultrasound imaging" [Artif. Intell. Med. 135 (2023) 102453].
Artif. Intell. Medicine
Tingting Dan, Xijie Chen, Miao He, Hongmei Guo, Xiaoqin He, Jiazhou Chen, Jianbo Xian, Yu Hu, Bin Zhang, Nan Wang, Hongning Xie, Hongmin Cai
2024 — conf
Module-level Gene-drug Interaction Identification via Hierarchical Optimal Transport.
BIBM
Ye Liu, Xiaojie Wang, Hongshan Pu, Jiazhou Chen, Hongmin Cai
2024 J jnl
Unsupervised Dual Hashing Coding (UDC) on Semantic Tagging and Sample Content for Cross-Modal Retrieval.
IEEE Trans. Multim.
Hongmin Cai, Bin Zhang, Junyu Li, Bin Hu, Jiazhou Chen
2023 J jnl
Deep Manifold Harmonic Network With Dual Attention for Brain Disorder Classification.
IEEE J. Biomed. Health Informatics
Xiaoqi Sheng, Jiazhou Chen, Yong Liu, Bin Hu, Hongmin Cai
2023 J jnl
DeepGA for automatically estimating fetal gestational age through ultrasound imaging.
Artif. Intell. Medicine
Tingting Dan, Xijie Chen, Miao He, Hongmei Guo, Xiaoqin He, Jiazhou Chen, Jianbo Xian, Yu Hu, Bin Zhang, Nan Wang, Hongning Xie, Hongmin Cai
2023 — conf
Discovering Brain Network Dysfunction in Alzheimer's Disease Using Brain Hypergraph Neural Network.
MICCAI (5)
Hongmin Cai, Zhixuan Zhou, Defu Yang, Guorong Wu, Jiazhou Chen
2023 J jnl
Estimating Outlier-Immunized Common Harmonic Waves for Brain Network Analyses on the Stiefel Manifold.
IEEE J. Biomed. Health Informatics
Hongmin Cai, Huan Liu, Defu Yang, Guorong Wu, Bin Hu, Jiazhou Chen
2023 J jnl
Identifying miRNA-Gene Common and Specific Regulatory Modules for Cancer Subtyping by a High-Order Graph Matching Model.
IEEE ACM Trans. Comput. Biol. Bioinform.
Jiazhou Chen, Guoqiang Han, Aodan Xu, Tatsuya Akutsu, Hongmin Cai
2023 J jnl
Learning pyramidal multi-scale harmonic wavelets for identifying the neuropathology propagation patterns of Alzheimer's disease.
Medical Image Anal.
Huan Liu, Hongmin Cai, Defu Yang, Wentao Zhu, Guorong Wu, Jiazhou Chen
2023 — conf
Multi-Kernel Tensor Fusion on Grassmann Manifold for Genomic Data Clustering.
BIBM
Fei Qi, Junyu Li, Yi Liao, Wenxiong Liao, Jiazhou Chen, Hongmin Cai
2023 J jnl
Multiview Deep Graph Infomax to Achieve Unsupervised Graph Embedding.
IEEE Trans. Cybern.
Zhichao Zhou, Yu Hu, Yue Zhang, Jiazhou Chen, Hongmin Cai
2023 J jnl
Similarity Fusion via Exploiting High Order Proximity for Cancer Subtyping.
IEEE ACM Trans. Comput. Biol. Bioinform.
Jiazhou Chen, Wentao Rong, Guihua Tao, Hongmin Cai
2023 J jnl
Two-Dimensional Unsupervised Feature Selection via Sparse Feature Filter.
IEEE Trans. Cybern.
Junyu Li, Jiazhou Chen, Fei Qi, Tingting Dan, Wanlin Weng, Bin Zhang, Haoliang Yuan, Hongmin Cai, Cheng Zhong
2022 — conf
Accurate Multi-view Clustering by Exploiting Within-view High-order Affinities through Tensor Self-representation.
BIBM
Haiyan Wang, Jiazhou Chen, Bin Zhang, Hongmin Cai
2022 J jnl
Characterizing the propagation pathway of neuropathological events of Alzheimer's disease using harmonic wavelet analysis.
Medical Image Anal.
Jiazhou Chen, Hongmin Cai, Defu Yang, Martin Styner, Guorong Wu, Alzheimer's Disease Neuroimaging Initiative
2022 J jnl
Fast and Accurate Clustering of Multiple Modality Data via Feature Matching.
IEEE Trans. Cybern.
Bin Zhang, Hongmin Cai, Jiazhou Chen, Yu Hu, Jie Huang, Wentao Rong, Wanlin Weng, Qinjian Huang, Haiyan Wang, Hong Peng
2022 J jnl
Group-Wise Hub Identification by Learning Common Graph Embeddings on Grassmannian Manifold.
IEEE Trans. Pattern Anal. Mach. Intell.
Defu Yang, Jiazhou Chen, Chenggang Yan, Minjeong Kim, Paul J. Laurienti, Martin Styner, Guorong Wu
2022 J jnl
Identify Multiple Gene-Drug Common Modules via Constrained Graph Matching.
IEEE J. Biomed. Health Informatics
Jiazhou Chen, Jie Huang, Yi Liao, Lei Zhu, Hongmin Cai
2022 J jnl
Integrating Tensor Similarity to Enhance Clustering Performance.
IEEE Trans. Pattern Anal. Mach. Intell.
Hong Peng, Yu Hu, Jiazhou Chen, Haiyan Wang, Yang Li, Hongmin Cai
2022 J jnl
NPCNet: Jointly Segment Primary Nasopharyngeal Carcinoma Tumors and Metastatic Lymph Nodes in MR Images.
IEEE Trans. Medical Imaging
Yang Li, Tingting Dan, Haojiang Li, Jiazhou Chen, Hong Peng, Lizhi Liu, Hongmin Cai
2022 J jnl
SeqSeg: A sequential method to achieve nasopharyngeal carcinoma segmentation free from background dominance.
Medical Image Anal.
Guihua Tao, Haojiang Li, Jiabin Huang, Chu Han, Jiazhou Chen, Guangying Ruan, Wenjie Huang, Yu Hu, Tingting Dan, Bin Zhang, Shengfeng He, Lizhi Liu, Hongmin Cai
2021 — conf
Detecting Brain State Changes via Manifold Mean Shifting.
BIBM
Zhuobin Huang, Tingting Dan, Yi Lin, Jiazhou Chen, Hongmin Cai, Guorong Wu
2021 — conf
Discovering Spreading Pathways of Neuropathological Events in Alzheimer's Disease Using Harmonic Wavelets.
IPMI
Jiazhou Chen, Defu Yang, Hongmin Cai, Martin Styner, Guorong Wu
2021 J jnl
Evaluation of gene-drug common module identification methods using pharmacogenomics data.
Briefings Bioinform.
Jie Huang, Jiazhou Chen, Bin Zhang, Lei Zhu, Hongmin Cai
2021 J jnl
Learning Common Harmonic Waves on Stiefel Manifold - A New Mathematical Approach for Brain Network Analyses.
IEEE Trans. Medical Imaging
Jiazhou Chen, Guoqiang Han, Hongmin Cai, Defu Yang, Paul J. Laurienti, Martin Styner, Guorong Wu
2021 J jnl
Learning a consensus affinity matrix for multi-view clustering via subspaces merging on Grassmann manifold.
Inf. Sci.
Wentao Rong, Enhong Zhuo, Hong Peng, Jiazhou Chen, Haiyan Wang, Chu Han, Hongmin Cai
2021 J jnl
Learning task-driving affinity matrix for accurate multi-view clustering through tensor subspace learning.
Inf. Sci.
Haiyan Wang, Guoqiang Han, Junyu Li, Bin Zhang, Jiazhou Chen, Yu Hu, Chu Han, Hongmin Cai
2021 A conf
Multi-View Tensor Clustering Through Exploiting Both Within-View and Across-View High-Order Correlations.
ICME
Haiyan Wang, Guoqiang Han, Yu Hu, Hong Peng, Jiazhou Chen, Bin Zhang, Hongmin Cai
2021 J jnl
Survey and comparative assessments of computational multi-omics integrative methods with multiple regulatory networks identifying distinct tumor compositions across pan-cancer data sets.
Briefings Bioinform.
Zhuohui Wei, Yue Zhang, Wanlin Weng, Jiazhou Chen, Hongmin Cai
2020 — conf
Attention-Guided Deep Graph Neural Network for Longitudinal Alzheimer's Disease Analysis.
MICCAI (7)
Junbo Ma, Xiaofeng Zhu, Defu Yang, Jiazhou Chen, Guorong Wu
2020 J jnl
Enhancing multi-view clustering through common subspace integration by considering both global similarities and local structures.
Neurocomputing
Wanlin Weng, Weiwei Zhou, Jiazhou Chen, Hong Peng, Hongmin Cai
2020 — conf
Estimating Common Harmonic Waves of Brain Networks on Stiefel Manifold.
MICCAI (7)
Jiazhou Chen, Guoqiang Han, Hongmin Cai, Junbo Ma, Minjeong Kim, Paul J. Laurienti, Guorong Wu
2020 J jnl
Identification of Multidimensional Regulatory Modules Through Multi-Graph Matching With Network Constraints.
IEEE Trans. Biomed. Eng.
Jiazhou Chen, Guoqiang Han, Aodan Xu, Hongmin Cai
2020 J jnl
Identifying "Many-to-Many" Relationships between Gene-Expression Data and Drug-Response Data via Sparse Binary Matching.
IEEE ACM Trans. Comput. Biol. Bioinform.
Jiulun Cai, Hongmin Cai, Jiazhou Chen, Xi Yang
2020 J jnl
Learning Common Harmonic Waves on Stiefel Manifold - A New Mathematical Approach for Brain Network Analyses.
CoRR
Jiazhou Chen, Guoqiang Han, Hongmin Cai, Defu Yang, Paul J. Laurienti, Martin Styner, Guorong Wu
2019 J jnl
Breast Microcalcification Diagnosis Using Deep Convolutional Neural Network from Digital Mammograms.
Comput. Math. Methods Medicine
Hongmin Cai, Qinjian Huang, Wentao Rong, Yan Song, Jiao Li, Jinhua Wang, Jiazhou Chen, Li Li
2019 J jnl
Finding Correlated Patterns via High-Order Matching for Multiple Sourced Biological Data.
IEEE Trans. Biomed. Eng.
Xi Yang, Guoqiang Han, Jiazhou Chen, Hongmin Cai
2019 J jnl
HOGMMNC: a higher order graph matching with multiple network constraints model for gene-drug regulatory modules identification.
Bioinform.
Jiazhou Chen, Hong Peng, Guoqiang Han, Hongmin Cai, Jiulun Cai
2019 J jnl
Integrating Tensor Similarity to Enhance Clustering Performance.
CoRR
Hong Peng, Jiazhou Chen, Haiyan Wang, Yu Hu, Hongmin Cai
2018 J jnl
WaveDec: A Wavelet Approach to Identify Both Shared and Individual Patterns of Copy-Number Variations.
IEEE Trans. Biomed. Eng.
Hongmin Cai, Peihua Chen, Jiazhou Chen, Jiulun Cai, Yan Song, Guoqiang Han