Attention-driven Graph Clustering Network

12 August 2021

Papers citing "Attention-driven Graph Clustering Network"

30 / 30 papers shown

Title
Deep Cut-informed Graph Embedding and Clustering Zhiyuan Ning Zaitian Wang Ran Zhang Ping Xu Kunpeng Liu ... Chong Chen Pengfei Wang Yuanchun Zhou Erik Cambria C. L. P. Chen GNN 76 1 0 09 Mar 2025
THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings Bowen Deng Tong Wang Lele Fu Sheng Huang Chuan Chen Tao Zhang 80 0 0 17 Feb 2025
RDSA: A Robust Deep Graph Clustering Framework via Dual Soft Assignment Yang Xiang Li Fan Tulika Saha Xiaoying Pang Yushan Pan Haiyang Zhang Chengtao Ji 33 0 0 28 Jan 2025
Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networks Jhony H. Giraldo Aref Einizade Andjela Todorovic Jhon A. Castro-Correa Mohsen Badiey T. Bouwmans Fragkiskos D. Malliaros 31 0 0 07 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 24 1 0 30 Oct 2024
SA-GDA: Spectral Augmentation for Graph Domain Adaptation Jinhui Pang Zixuan Wang Jiliang Tang Mingyan Xiao Nan Yin OOD 33 21 0 17 Aug 2024
Core Knowledge Learning Framework for Graph Adaptation and Scalability Learning Bowen Zhang Zhichao Huang Genan Dai Guangning Xu Xiaomao Fan Hu Huang 36 0 0 02 Jul 2024
Synergistic Deep Graph Clustering Network Benyu Wu Shifei Ding Xiao Xu Lili Guo Ling Ding Xindong Wu 28 0 0 22 Jun 2024
LSPI: Heterogeneous Graph Neural Network Classification Aggregation Algorithm Based on Size Neighbor Path Identification Yufei Zhao Shiduo Wang Hua Duan 20 16 0 29 May 2024
Learning Persistent Community Structures in Dynamic Networks via Topological Data Analysis Dexu Kong Anping Zhang Yang Li 23 1 0 06 Jan 2024
Normality Learning-based Graph Anomaly Detection via Multi-Scale Contrastive Learning Jingcan Duan Pei Zhang Siwei Wang Jingtao Hu Hu Jin Jiaxin Zhang Haifang Zhou Xinwang Liu 27 9 0 12 Sep 2023
Redundancy-Free Self-Supervised Relational Learning for Graph Clustering Si-Yu Yi Wei Ju Yifang Qin Xiao Luo Luchen Liu Yong-Dao Zhou Ming Zhang 33 24 0 09 Sep 2023
Reinforcement Graph Clustering with Unknown Cluster Number Yue Liu K. Liang Jun-Xiong Xia Xihong Yang Sihang Zhou Meng Liu Xinwang Liu Stan Z. Li GNN 32 26 0 13 Aug 2023
Homophily-enhanced Structure Learning for Graph Clustering Ming Gu Gaoming Yang Sheng Zhou Ning Ma Jiawei Chen Qiaoyu Tan Meihan Liu Jiajun Bu 27 12 0 10 Aug 2023
RAHNet: Retrieval Augmented Hybrid Network for Long-tailed Graph Classification Zhengyan Mao Wei Ju Yifang Qin Xiao Luo Ming Zhang 13 15 0 04 Aug 2023
Dink-Net: Neural Clustering on Large Graphs Yue Liu K. Liang Jun-Xiong Xia Sihang Zhou Xihong Yang Xinwang Liu Stan Z. Li GNN 30 52 0 28 May 2023
Contrastive Graph Clustering in Curvature Spaces Li Sun Feiyang Wang Junda Ye Hao Peng Philip S. Yu 16 17 0 05 May 2023
Beyond Homophily: Reconstructing Structure for Graph-agnostic Clustering Erlin Pan Zhao Kang 29 35 0 03 May 2023
A Survey of Deep Graph Clustering: Taxonomy, Challenge, Application, and Open Resource Yue Liu Jun-Xiong Xia Sihang Zhou Xihong Yang K. Liang Chenchen Fan Zhuang Yan Stan Z. Li Xinwang Liu Kunlun He OOD 19 19 0 23 Nov 2022
EGRC-Net: Embedding-induced Graph Refinement Clustering Network Zhihao Peng Hui Liu Yuheng Jia Junhui Hou 14 6 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 22 38 0 21 Oct 2022
Efficient block contrastive learning via parameter-free meta-node approximation Gayan K. Kulatilleke Marius Portmann Shekhar S. Chandra 21 3 0 28 Sep 2022
Unsupervised Deep Discriminant Analysis Based Clustering Jinyu Cai Wenzhong Guo Jicong Fan 12 5 0 09 Jun 2022
DeepCluE: Enhanced Image Clustering via Multi-layer Ensembles in Deep Neural Networks Dong Huang Ding Chen Xiang Chen Changdong Wang Jianhuang Lai 11 4 0 01 Jun 2022
Tackling Provably Hard Representative Selection via Graph Neural Networks Seyed Mehran Kazemi Anton Tsitsulin Hossein Esfandiari M. Bateni Deepak Ramachandran Bryan Perozzi Vahab Mirrokni 11 2 0 20 May 2022
Simple Contrastive Graph Clustering Yue Liu Xihong Yang Sihang Zhou Xinwang Liu GNN 36 109 0 11 May 2022
SCGC : Self-Supervised Contrastive Graph Clustering Gayan K. Kulatilleke Marius Portmann Shekhar S. Chandra 12 8 0 27 Apr 2022
CGC: Contrastive Graph Clustering for Community Detection and Tracking Namyong Park Ryan A. Rossi Eunyee Koh I. Burhanuddin Sungchul Kim F. Du Nesreen Ahmed Christos Faloutsos 14 36 0 05 Apr 2022
Improved Dual Correlation Reduction Network Yue Liu Sihang Zhou Xinwang Liu Wenxuan Tu Xihong Yang 11 22 0 25 Feb 2022
Deep Attention-guided Graph Clustering with Dual Self-supervision Zhihao Peng Hui Liu Yuheng Jia Junhui Hou 13 22 0 10 Nov 2021