Large-scale Multi-view Subspace Clustering in Linear Time

21 November 2019

Papers citing "Large-scale Multi-view Subspace Clustering in Linear Time"

50 / 55 papers shown

Title
Towards Learnable Anchor for Deep Multi-View Clustering Bocheng Wang Chusheng Zeng Mulin. Chen Xuelong Li 68 0 0 16 Mar 2025
CDC: A Simple Framework for Complex Data Clustering Zhao Kang Xuanting Xie Bingheng Li Erlin Pan 136 12 0 10 Jan 2025
Balanced Multi-view Clustering Zhenglai Li Jun Wang Chang-Fu Tang Xinzhong Zhu Wei Zhang Xinwang Liu 168 0 0 05 Jan 2025
Enhancing Federated Graph Learning via Adaptive Fusion of Structural and Node Characteristics Xianjun Gao Jianchun Liu Hongli Xu Shilong Wang Liusheng Huang FedML 109 1 0 25 Dec 2024
Anchor Learning with Potential Cluster Constraints for Multi-view Clustering Yawei Chen Huibing Wang Jinjia Peng Yang Wang 78 0 0 21 Dec 2024
Multi-view clustering integrating anchor attribute and structural information Xuetong Li Xiao-Dong Zhang 50 0 0 29 Oct 2024
Discriminative Anchor Learning for Efficient Multi-view Clustering Yalan Qin Nan Pu Hanzhou Wu N. Sebe 59 1 0 25 Sep 2024
Probabilistically Aligned View-unaligned Clustering with Adaptive Template Selection Wenhua Dong Xiao-Jun Wu Zhenhua Feng Sara Atito Muhammad Awais Josef Kittler 67 0 0 23 Sep 2024
Interpretable Multi-View Clustering Based on Anchor Graph Tensor Factorization Jing Li Quanxue Gao Cheng Deng Qianqian Wang Ming Yang 16 0 0 01 Apr 2024
S^2MVTC: a Simple yet Efficient Scalable Multi-View Tensor Clustering Zhen Long Qiyuan Wang Yazhou Ren Yipeng Liu Ce Zhu 53 2 0 14 Mar 2024
One-Step Multi-View Clustering Based on Transition Probability Wenhui Zhao Quanxue Gao Guangfei Li Cheng Deng Ming Yang 23 0 0 03 Mar 2024
Label Learning Method Based on Tensor Projection Jing Li Quanxue Gao Qianqian Wang Cheng Deng Deyan Xie 55 1 0 26 Feb 2024
Scalable Multi-view Clustering via Explicit Kernel Features Maps Chakib Fettal Lazhar Labiod M. Nadif 23 0 0 07 Feb 2024
One for all: A novel Dual-space Co-training baseline for Large-scale Multi-View Clustering Zisen Kong Zhiqiang Fu Dongxia Chang Yiming Wang Yao Zhao 63 0 0 28 Jan 2024
Efficient and Effective Deep Multi-view Subspace Clustering Yuxiu Lin Hui Liu Ren Wang Qiang Guo Caiming Zhang 91 0 0 15 Oct 2023
Anchor-based Multi-view Subspace Clustering with Hierarchical Feature Descent Qiyuan Ou Siwei Wang Pei Zhang Sihang Zhou En Zhu 60 18 0 11 Oct 2023
TCGF: A unified tensorized consensus graph framework for multi-view representation learning Xiangzhu Meng Wei Wei Qiang Liu Shu Wu Liang Wang 36 0 0 14 Sep 2023
Asymmetric double-winged multi-view clustering network for exploring Diverse and Consistent Information Qun Zheng Xihong Yang Siwei Wang Xinru An Qi Liu 86 6 0 01 Sep 2023
Efficient Multi-View Graph Clustering with Local and Global Structure Preservation Yi Wen Suyuan Liu Xinhang Wan Siwei Wang K. Liang Xinwang Liu Xihong Yang Pei Zhang 63 21 0 31 Aug 2023
Scalable Incomplete Multi-View Clustering with Structure Alignment Yi Wen Siwei Wang K. Liang Weixuan Liang Xinhang Wan Xinwang Liu Suyuan Liu Jiyuan Liu En Zhu 67 15 0 31 Aug 2023
One-step Multi-view Clustering with Diverse Representation Xinhang Wan Jiyuan Liu Xinwang Liu Siwei Wang Yi Wen Tianjiao Wan Li Shen En Zhu 66 40 0 08 Jun 2023
Fast Continual Multi-View Clustering with Incomplete Views Xinhang Wan Bin Xiao Xinwang Liu Jiyuan Liu Weixuan Liang En Zhu 76 24 0 04 Jun 2023
Semantic Invariant Multi-view Clustering with Fully Incomplete Information Pengxin Zeng Mouxing Yang Yiding Lu Changqing Zhang Peng Hu Xiaocui Peng 345 22 0 22 May 2023
Multi-view MERA Subspace Clustering Zhen Long Ce Zhu Jing Chen Zihan Li Ya-Zhou Ren Yipeng Liu 42 16 0 16 May 2023
One-step Bipartite Graph Cut: A Normalized Formulation and Its Application to Scalable Subspace Clustering Siwei Fang Dong Huang Changdong Wang Jian-Huang Lai 34 0 0 12 May 2023
Deep Multi-View Subspace Clustering with Anchor Graph Chenhang Cui Yazhou Ren Jingyu Pu X. Pu Lifang He 46 33 0 11 May 2023
GCFAgg: Global and Cross-view Feature Aggregation for Multi-view Clustering Weiqing Yan Yuanyang Zhang Chenlei Lv Chang Tang Guanghui Yue Liang Liao Weisi Lin 77 48 0 11 May 2023
Multi-View Clustering via Semi-non-negative Tensor Factorization Jing Li Quanxue Gao Qianqian Wang Wei Xia Xinbo Gao 52 1 0 29 Mar 2023
MCoCo: Multi-level Consistency Collaborative Multi-view Clustering Yi Zhou Qinghai Zheng Wen-biao Yan Yifei Wang Pengcheng Shi Jihua Zhu 71 17 0 26 Feb 2023
Auto-weighted Multi-view Clustering for Large-scale Data Xinhang Wan Xinwang Liu Jiyuan Liu Siwei Wang Yi Wen Weixuan Liang En Zhu Zhe Liu Zhe Liu 102 58 0 21 Jan 2023
Cross-view Graph Contrastive Representation Learning on Partially Aligned Multi-view Data Yiming Wang Dongxia Chang Zhiqiang Fu Jie Wen Yao Zhao AI4TS 26 1 0 08 Nov 2022
Subspace-Contrastive Multi-View Clustering Lele Fu Lei Zhang Jinghua Yang Sheng Huang Chuanfu Zhang Chuan Chen 57 6 0 13 Oct 2022
High-order Multi-view Clustering for Generic Data Erlin Pan Zhao Kang 85 38 0 22 Sep 2022
Efficient Multi-view Clustering via Unified and Discrete Bipartite Graph Learning Siwei Fang Dong Huang Xiaosha Cai Changdong Wang Chaobo He Yong Tang 94 101 0 09 Sep 2022
Adaptively-weighted Integral Space for Fast Multiview Clustering Mansheng Chen Tuo Liu Changdong Wang Dong Huang Jianhuang Lai 53 28 0 25 Aug 2022
Multiple Kernel Clustering with Dual Noise Minimization Junpu Zhang Liang Li Siwei Wang Jiyuan Liu Yue Liu Xinwang Liu En Zhu 81 24 0 13 Jul 2022
Align then Fusion: Generalized Large-scale Multi-view Clustering with Anchor Matching Correspondences Siwei Wang Xinwang Liu Suyuan Liu Jiaqi Jin Wenxuan Tu Xinzhong Zhu En Zhu 93 61 0 30 May 2022
Enriched Robust Multi-View Kernel Subspace Clustering Mengyuan Zhang Kai-Chun Liu 67 3 0 21 May 2022
Scalable Multi-view Clustering with Graph Filtering Liang Liu Peng Chen Guangchun Luo Zhao Kang Yonggang Luo Sanchu Han 59 21 0 18 May 2022
Self-Supervised Information Bottleneck for Deep Multi-View Subspace Clustering Shiye Wang Changsheng Li Yanming Li Ye Yuan Guoren Wang SSL 56 48 0 26 Apr 2022
Joint Multi-view Unsupervised Feature Selection and Graph Learning Siwei Fang Dong Huang Changdong Wang Yong Tang 82 37 0 18 Apr 2022
Fast Multi-view Clustering via Ensembles: Towards Scalability, Superiority, and Simplicity Dong Huang Changdong Wang Jianhuang Lai 93 140 0 22 Mar 2022
Multi-view Data Classification with a Label-driven Auto-weighted Strategy Yuyuan Yu Guoxu Zhou Haonan Huang Shengli Xie Qibin Zhao 23 0 0 03 Jan 2022
Effective and Efficient Graph Learning for Multi-view Clustering Quanxue Gao Wei Xia Xinbo Gao Qianqian Wang C. Ding Dacheng Tao 51 158 0 15 Aug 2021
A Simple Approach to Automated Spectral Clustering Jicong Fan Y. Tu Zhao Zhang Mingbo Zhao Haijun Zhang 103 20 0 23 Jul 2021
Smoothed Multi-View Subspace Clustering Peng Chen Liang Liu Zhengrui Ma Zhao Kang 45 17 0 18 Jun 2021
Towards Clustering-friendly Representations: Subspace Clustering via Graph Filtering Zhengrui Ma Zhao Kang Guangchun Luo Ling Tian 69 51 0 18 Jun 2021
Geometric Affinity Propagation for Clustering with Network Knowledge Omar Maddouri Xiaoning Qian Byung-Jun Yoon 24 2 0 26 Mar 2021
Structured Graph Learning for Scalable Subspace Clustering: From Single-view to Multi-view Zhao Kang Zhiping Lin Xiaofeng Zhu Wenbo Xu 129 239 0 16 Feb 2021
Partially Shared Semi-supervised Deep Matrix Factorization with Multi-view Data Haonan Huang Naiyao Liang Wei Yan Zuyuan Yang Weijun Sun 16 8 0 02 Dec 2020