Efficient Multi-View Clustering via Essential Tensorized Bipartite Graph Learning.

Haiyan Wang 0005 South China University of Technology, Guangdong, China https://orcid.org/0000-0002-8340-2667 Haiyan Wang Hai-yan Wang Hai-Yan Wang Haiyan Wang 0001 Arizona State University, School of Mathematical and Natural Sciences, Phoenix, AZ, USA https://orcid.org/0000-0002-5204-967X https://www.wikidata.org/entity/Q98203145 Haiyan Wang 0002 Hai-Yan Wang 0002 Northwestern Polytechnical University, Xi'an, China https://orcid.org/0000-0002-4934-4790 https://orcid.org/0000-0002-4906-8845 https://ieeexplore.ieee.org/author/37538494900 Haiyan Wang 0003 Hitachi Industrial AI Lab, Santa Clara, CA, USA Haiyan Wang 0004 Southeast University, School of Mechanical Engineering, Nanjing, China Haiyan Wang 0006 Zhejiang Wanli University, Ningbo, China https://orcid.org/0000-0003-2534-6756 Haiyan Wang 0007 Nanjing University of Posts and Telecommunications, School of Computer Science, China https://orcid.org/0000-0003-1053-587X Haiyan Wang 0008 Kansas State University, Manhattan, KS, USA https://orcid.org/0000-0002-2523-0465 https://www.wikidata.org/entity/Q96103094 https://mathgenealogy.org/id.php?id=92154 Haiyan Wang 0009 Peng Cheng Laboratory, Shenzhen, China https://orcid.org/0000-0002-5702-9897 Haiyan Wang 0010 De Beers Inc. https://orcid.org/0000-0003-4992-4311 Haiyan Wang 0011 Haiyan Consulting, Ottawa, ON, Canada https://orcid.org/0000-0003-4650-8558 Haiyan Wang 0012 Changchun University, Changchun, China https://orcid.org/0000-0003-2815-0978 Haiyan Wang 0013 Shanghai Dianji University, Shanghai, China https://orcid.org/0000-0003-1880-8422 Haiyan Wang 0014 Beijing Forestry University, Beijing, China https://orcid.org/0000-0002-4017-6305 Haiyan Wang 0015 Jilin University, Changchun, China https://orcid.org/0000-0002-3099-1242 Haiyan Wang 0016 China Electric Power Research Institute, Wuhan, China https://orcid.org/0000-0002-2594-5575 Haiyan Wang 0017 Jiaxing University, Jiaxing, China https://orcid.org/0000-0001-8289-5351 Haiyan Wang 0018 Imperial College London, Biomedical Image Analysis Group, London, UK Haiyan Wang 0019 City University of New York, New York, USA https://orcid.org/0000-0002-1261-5948 Haiyan Wang 0020 Southeast University, School of Economics and Management, Nanjing, China https://orcid.org/0000-0002-7837-143X Haiyan Wang 0021 Zhengzhou University of Aeronautics, Simulation Experiment Centre, China Zhengzhou University, Collaborative Innovation Centre for Internet Healthcare, China https://orcid.org/0000-0003-1530-1044 Haiyan Wang 0022 Maanshan University, School of Osaka Medical Engineering, China Anhui University of Technology, China

Wanrong Gu Junlong Guo Haiyan Wang 0005 Guangyu Zhang Bin Zhang 0050 Jiazhou Chen 0001 Hongmin Cai Efficient Multi-View Clustering via Essential Tensorized Bipartite Graph Learning. 2952-2964 2025 August 9 IEEE Trans. Emerg. Top. Comput. Intell. 4 https://doi.org/10.1109/TETCI.2024.3502459 db/journals/tetci/tetci9.html#GuGWZZCC25 streams/journals/tetci

Haiyan Wang 0005 Biao Xue Jiazhou Chen 0001 Hongmin Cai Dual High-Order Random Walk Enhanced Adaptive Binary Multi-View Clustering. 1306-1312 2025 BIBM https://doi.org/10.1109/BIBM66473.2025.11356855 conf/bibm/2025 db/conf/bibm/bibm2025.html#WangXCC25 Haiyan Wang 0005 Xubin Zhang Jiazhou Chen 0001 Hongmin Cai Consensus-Guided Anchor Graph Alignment for Multi-View Clustering. 2920-2925 2025 BIBM https://doi.org/10.1109/BIBM66473.2025.11356133 conf/bibm/2025 db/conf/bibm/bibm2025.html#WangZCC25

Yue Zhang 0045 Xin Sun Hongmin Cai Haiyan Wang 0005 Jiazhou Chen 0001 Endai Guo Fei Qi 0007 Junyu Li 0001 Collaborative Embedding Learning via Tensor Integration for Multi-View Clustering. 1841-1852 2024 April 8 IEEE Trans. Emerg. Top. Comput. Intell. 2 https://doi.org/10.1109/TETCI.2024.3353037 https://www.wikidata.org/entity/Q129195572 db/journals/tetci/tetci8.html#ZhangSCWCGQL24

Chuanqi Cheng Haiyan Wang 0005 Yuan Yu Jie Huang 0006 Dexiang Yang A novel initialization method for monocular visual inertial navigation. 170-177 2023 VSIP https://doi.org/10.1145/3638682.3638708 conf/vsip/2023 db/conf/vsip/vsip2023.html#Cheng0YHY23

Hong Peng Yu Hu 0004 Jiazhou Chen 0001 Haiyan Wang 0005 Yang Li 0172 Hongmin Cai Integrating Tensor Similarity to Enhance Clustering Performance. 2582-2593 2022 44 IEEE Trans. Pattern Anal. Mach. Intell. 5 https://doi.org/10.1109/TPAMI.2020.3040306 https://www.wikidata.org/entity/Q102373199 db/journals/pami/pami44.html#PengHCWLC22

Hong Peng Haiyan Wang 0005 Yu Hu 0004 Weiwei Zhou Hongmin Cai Multi-dimensional clustering through fusion of high-order similarities. 108108 2022 121 Pattern Recognit. https://doi.org/10.1016/j.patcog.2021.108108 db/journals/pr/pr121.html#PengWHZC22

Bin Zhang 0050 Hongmin Cai Jiazhou Chen 0001 Yu Hu 0004 Jie Huang Wentao Rong Wanlin Weng Qinjian Huang Haiyan Wang 0005 Hong Peng Fast and Accurate Clustering of Multiple Modality Data via Feature Matching. 5040-5050 2022 52 IEEE Trans. Cybern. 6 https://doi.org/10.1109/TCYB.2020.3026396 https://www.wikidata.org/entity/Q100953337 db/journals/tcyb/tcyb52.html#ZhangCCHHRWHWP22

Haiyan Wang 0005 Jiazhou Chen 0001 Bin Zhang 0050 Hongmin Cai Accurate Multi-view Clustering by Exploiting Within-view High-order Affinities through Tensor Self-representation. 595-600 2022 BIBM https://doi.org/10.1109/BIBM55620.2022.9995487 conf/bibm/2022 db/conf/bibm/bibm2022.html#WangCZC22

Dandan Lu Yue Zhang 0045 Ling Zhang Haiyan Wang 0005 Wanlin Weng Li Li Hongmin Cai Methods of privacy-preserving genomic sequencing data alignments. 2021 22 Briefings Bioinform. 6 https://doi.org/10.1093/bib/bbab151 db/journals/bib/bib22.html#LuZZWWLC21

Wentao Rong Enhong Zhuo Hong Peng Jiazhou Chen 0001 Haiyan Wang 0005 Chu Han Hongmin Cai Learning a consensus affinity matrix for multi-view clustering via subspaces merging on Grassmann manifold. 68-87 2021 547 Inf. Sci. https://doi.org/10.1016/j.ins.2020.07.059 db/journals/isci/isci547.html#RongZPCWHC21

Haiyan Wang 0005 Guoqiang Han 0002 Junyu Li 0001 Bin Zhang 0050 Jiazhou Chen 0001 Yu Hu 0004 Chu Han Hongmin Cai Learning task-driving affinity matrix for accurate multi-view clustering through tensor subspace learning. 290-308 2021 563 Inf. Sci. https://doi.org/10.1016/j.ins.2021.02.054 db/journals/isci/isci563.html#WangHLZCHHC21

Haiyan Wang 0005 Guoqiang Han 0002 Bin Zhang 0050 Guihua Tao Hongmin Cai Multi-View Learning a Decomposable Affinity Matrix via Tensor Self-Representation on Grassmann Manifold. 8396-8409 2021 30 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2021.3114995 db/journals/tip/tip30.html#WangHZTC21

Haiyan Wang 0005 Guoqiang Han 0002 Yu Hu 0004 Hong Peng Jiazhou Chen 0001 Bin Zhang 0050 Hongmin Cai Multi-View Tensor Clustering Through Exploiting Both Within-View and Across-View High-Order Correlations. 1-6 2021 ICME https://doi.org/10.1109/ICME51207.2021.9428073 conf/icmcs/2021 db/conf/icmcs/icme2021.html#WangHHPCZC21

Haiyan Wang 0005 Guoqiang Han 0002 Haojiang Li Guihua Tao Enhong Zhuo Lizhi Liu Hongmin Cai Yangming Ou A Collaborative Dictionary Learning Model for Nasopharyngeal Carcinoma Segmentation on Multimodalities MR Sequences. 7562140:1-7562140:15 2020 2020 Comput. Math. Methods Medicine https://doi.org/10.1155/2020/7562140 https://www.wikidata.org/entity/Q99249355 db/journals/cmmm/cmmm2020.html#WangHLTZLCO20

Haiyan Wang 0005 Guoqiang Han 0002 Bin Zhang 0050 Guihua Tao Hongmin Cai Exsavi: Excavating both sample-wise and view-wise relationships to boost multi-view subspace clustering. 66-78 2020 418 Neurocomputing https://doi.org/10.1016/j.neucom.2020.07.060 db/journals/ijon/ijon418.html#WangHZTC20

Haiyan Wang 0005 Guoqiang Han 0002 Bin Zhang 0050 Yu Hu 0004 Hong Peng Chu Han Hongmin Cai Tensor-based Low-rank and Graph Regularized Representation Learning for Multi-view Clustering. 821-826 2020 BIBM https://doi.org/10.1109/BIBM49941.2020.9313273 conf/bibm/2020 db/conf/bibm/bibm2020.html#WangHZHPHC20

Hong Peng Jiazhou Chen 0001 Haiyan Wang 0005 Yu Hu 0004 Hongmin Cai Integrating Tensor Similarity to Enhance Clustering Performance. 2019 abs/1905.03920 CoRR http://arxiv.org/abs/1905.03920 db/journals/corr/corr1905.html#abs-1905-03920

Hongmin Cai Jiazhou Chen 0001 Chuanqi Cheng Wanrong Gu Endai Guo Junlong Guo Chu Han Guoqiang Han 0002 Yu Hu 0004 Jie Huang Jie Huang 0006 Qinjian Huang Haojiang Li Junyu Li 0001 Li Li Yang Li 0172 Lizhi Liu Dandan Lu Yangming Ou Hong Peng Fei Qi 0007 Wentao Rong Xin Sun Guihua Tao Wanlin Weng Biao Xue Dexiang Yang Yuan Yu Bin Zhang 0050 Guangyu Zhang Ling Zhang Xubin Zhang Yue Zhang 0045 Weiwei Zhou Enhong Zhuo