Multi-view Contrastive Graph Clustering

22 October 2021

Papers citing "Multi-view Contrastive Graph Clustering"

50 / 59 papers shown

Title
Human-Centric Community Detection in Hybrid Metaverse Networks with Integrated AI Entities Shih-Hsuan Chiu Ya-Wen Teng De-Nian Yang Ming-Syan Chen 97 0 0 15 Feb 2025
CDC: A Simple Framework for Complex Data Clustering Zhao Kang Xuanting Xie Bingheng Li Erlin Pan 136 12 0 10 Jan 2025
Revisiting Self-Supervised Heterogeneous Graph Learning from Spectral Clustering Perspective Yujie Mo Zhihe Lu Runpeng Yu Xiaofeng Zhu Xinchao Wang 150 5 0 01 Dec 2024
HG-Adapter: Improving Pre-Trained Heterogeneous Graph Neural Networks with Dual Adapters Yujie Mo Runpeng Yu Xiaofeng Zhu Xinchao Wang 96 3 0 02 Nov 2024
Dual-Optimized Adaptive Graph Reconstruction for Multi-View Graph Clustering Zichen Wen Tianyi Wu Yazhou Ren Yawen Ling Chenhang Cui X. Pu Lifang He 80 1 0 30 Oct 2024
SiMilarity-Enhanced Homophily for Multi-View Heterophilous Graph Clustering Jianpeng Chen Yawen Ling Yazhou Ren Zichen Wen Tianyi Wu Shufei Zhang Lifang He 111 0 0 04 Oct 2024
Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning Zhixiang Shen Shuo Wang Zhao Kang 128 4 0 25 Sep 2024
When Heterophily Meets Heterogeneous Graphs: Latent Graphs Guided Unsupervised Representation Learning Zhixiang Shen Zhao Kang 88 4 0 01 Sep 2024
A Versatile Framework for Attributed Network Clustering via K-Nearest Neighbor Augmentation Yiran Li Gongyao Guo Jieming Shi Renchi Yang Shiqi Shen Qing Li Jun Luo 64 3 0 10 Aug 2024
Self-Supervised Contrastive Graph Clustering Network via Structural Information Fusion Xiaoyang Ji Yuchen Zhou Haofu Yang Shiyue Xu Jiahao Li SSL 126 0 0 08 Aug 2024
Graph in Graph Neural Network Jiongshu Wang Jing Yang Jiankang Deng Hatice Gunes Siyang Song GNN 105 2 0 30 Jun 2024
LSEnet: Lorentz Structural Entropy Neural Network for Deep Graph Clustering Li Sun Zhenhao Huang Hao Peng Yujie Wang Chunyang Liu Philip S. Yu GNN 86 11 0 20 May 2024
Masked Two-channel Decoupling Framework for Incomplete Multi-view Weak Multi-label Learning Chengliang Liu Jie Wen Yabo Liu Chao Huang Zhihao Wu Xiaoling Luo Yong-mei Xu 76 8 0 26 Apr 2024
Provable Filter for Real-world Graph Clustering Xuanting Xie Erlin Pan Zhao Kang Wenyu Chen Bingheng Li GNN 66 3 0 06 Mar 2024
Robust Graph Structure Learning under Heterophily Xuanting Xie Zhao Kang Wenyu Chen 88 4 0 06 Mar 2024
Scalable Multi-view Clustering via Explicit Kernel Features Maps Chakib Fettal Lazhar Labiod M. Nadif 28 0 0 07 Feb 2024
Consistency Enhancement-Based Deep Multiview Clustering via Contrastive Learning Hao Yang Hua Mao Wai Lok Woo Jie Chen Xi Peng 110 0 0 23 Jan 2024
Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering Zichen Wen Yawen Ling Yazhou Ren Tianyi Wu Jianpeng Chen X. Pu Zhifeng Hao Lifang He 95 13 0 05 Jan 2024
A Contrastive Variational Graph Auto-Encoder for Node Clustering Nairouz Mrabah Mohamed Bouguessa Riadh Ksantini DRL 65 10 0 28 Dec 2023
Enhanced Latent Multi-view Subspace Clustering Long Shi Lei Cao Jun Wang Badong Chen 80 13 0 22 Dec 2023
PC-Conv: Unifying Homophily and Heterophily with Two-fold Filtering Bingheng Li Erlin Pan Zhao Kang 90 35 0 22 Dec 2023
Upper Bounding Barlow Twins: A Novel Filter for Multi-Relational Clustering Xiaowei Qian Bingheng Li Zhao Kang 96 10 0 21 Dec 2023
A Unified Framework for Fair Spectral Clustering With Effective Graph Learning Xiang Zhang Qiao Wang 70 3 0 23 Nov 2023
Latent Graph Inference with Limited Supervision Jianglin Lu Yi Tian Xu Huan Wang Yue Bai Yun Fu 71 4 0 06 Oct 2023
Contrastive Continual Multi-view Clustering with Filtered Structural Fusion Xinhang Wan Jiyuan Liu Hao Yu Ao Li Xinwang Liu Ke Liang Zhibin Dong En Zhu CLL 115 2 0 26 Sep 2023
Self-supervised Multi-view Clustering in Computer Vision: A Survey Jiatai Wang Zhiwei Xu Xuewen Yang Hailong Li Bo Li Xuying Meng 72 4 0 18 Sep 2023
Reinforcement Graph Clustering with Unknown Cluster Number Yue Liu K. Liang Jun Xia Xihong Yang Sihang Zhou Meng Liu Xinwang Liu Stan Z. Li GNN 99 28 0 13 Aug 2023
Unsupervised Multiplex Graph Learning with Complementary and Consistent Information Liang Peng Xin Eric Wang Xiao-lan Zhu 63 6 0 03 Aug 2023
Self-Contrastive Graph Diffusion Network Yixuan Ma Kun Zhan 62 5 0 27 Jul 2023
GIMM: InfoMin-Max for Automated Graph Contrastive Learning Xin Xiong Furao Shen Xiangyu Wang School of Materials Science 76 0 0 27 May 2023
Incomplete Multi-view Clustering via Diffusion Completion Sifan Fang DiffM 55 6 0 19 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 49 0 11 May 2023
Beyond Homophily: Reconstructing Structure for Graph-agnostic Clustering Erlin Pan Zhao Kang 76 41 0 03 May 2023
Deep Incomplete Multi-view Clustering with Cross-view Partial Sample and Prototype Alignment Jiaqi Jin Siwei Wang Zhibin Dong Xinwang Liu En Zhu 87 46 0 28 Mar 2023
Multi-view Feature Extraction based on Triple Contrastive Heads Hongjie Zhang 42 0 0 22 Mar 2023
Multi-view Feature Extraction based on Dual Contrastive Head Hongjie Zhang 50 1 0 08 Feb 2023
A Prototype-Oriented Clustering for Domain Shift with Source Privacy Korawat Tanwisuth Shujian Zhang Pengcheng He Mingyuan Zhou 77 3 0 08 Feb 2023
Deep Graph-Level Clustering Using Pseudo-Label-Guided Mutual Information Maximization Network Jinyu Cai Yi Han Wenzhong Guo Jicong Fan 87 9 0 05 Feb 2023
Signed Directed Graph Contrastive Learning with Laplacian Augmentation Taewook Ko Yoonhyuk Choi Chong-Kwon Kim 68 3 0 12 Jan 2023
Cluster-guided Contrastive Graph Clustering Network Xihong Yang Yue Liu Sihang Zhou Siwei Wang Wenxuan Tu Qun Zheng Xinwang Liu Liming Fang En Zhu 108 101 0 03 Jan 2023
Hard Sample Aware Network for Contrastive Deep Graph Clustering Yue Liu Xihong Yang Sihang Zhou Xinwang Liu Zhen Wang K. Liang Wenxuan Tu Liangjun Li Jingcan Duan Cancan Chen 106 108 0 16 Dec 2022
Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering D. M. Nguyen Hoangvu Nguyen M. T. N. Truong T. Cao Binh Duc Nguyen Nhat Ho Paul Swoboda Shadi Albarqouni P. Xie Daniel Sonntag SSL 76 21 0 04 Dec 2022
Dual Information Enhanced Multi-view Attributed Graph Clustering Jia-Qi Lin Mansheng Chen Xi-Ran Zhu Chang-Dong Wang Haizhang Zhang 72 8 0 28 Nov 2022
A Survey of Deep Graph Clustering: Taxonomy, Challenge, Application, and Open Resource Yue Liu Jun Xia Sihang Zhou Xihong Yang K. Liang Chenchen Fan Zhuang Yan Stan Z. Li Xinwang Liu Kunlun He OOD 111 19 0 23 Nov 2022
EGRC-Net: Embedding-induced Graph Refinement Clustering Network Zhihao Peng Hui Liu Yuheng Jia Junhui Hou 81 8 0 19 Nov 2022
GLCC: A General Framework for Graph-Level Clustering Wei Ju Yiyang Gu Binqi Chen Gongbo Sun Yifang Qin Xing Liu Xiao Luo Ming Zhang 99 42 0 21 Oct 2022
Variational Graph Generator for Multi-View Graph Clustering Jianpeng Chen Yawen Ling Jie Xu Yazhou Ren Shudong Huang X. Pu Zhifeng Hao Philip S. Yu Lifang He 69 7 0 13 Oct 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 93 38 0 22 Sep 2022
Structure-Preserving Graph Representation Learning Ruiyi Fang Liangjiang Wen Zhao Kang Jianzhuang Liu 97 23 0 02 Sep 2022