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2108.05499
Cited By
Attention-driven Graph Clustering Network
ACM Multimedia (ACM MM), 2021
12 August 2021
Zhihao Peng
Hui Liu
Yuheng Jia
Xianqiang Lyu
GNN
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Papers citing
"Attention-driven Graph Clustering Network"
33 / 33 papers shown
You Can Trust Your Clustering Model: A Parameter-free Self-Boosting Plug-in for Deep Clustering
Hanyang Li
Yuheng Jia
Hui Liu
Junhui Hou
115
0
0
26 Nov 2025
GCL-GCN: Graphormer and Contrastive Learning Enhanced Attributed Graph Clustering Network
Binxiong Li
Xu Xiang
Xue Li
Binyu Zhao
Yujie Liu
Huijie Tang
Benhan Yang
Zhixuan Chen
183
0
0
25 Jul 2025
Divide-Then-Rule: A Cluster-Driven Hierarchical Interpolator for Attribute-Missing Graphs
Yaowen Hu
Wenxuan Tu
Yue Liu
Miaomiao Li
Wenpeng Lu
Zhigang Luo
Xinwang Liu
Ping Chen
229
0
0
12 Jul 2025
Deep Cut-informed Graph Embedding and Clustering
Information Fusion (Inf. Fusion), 2025
Zhiyuan Ning
Zaitian Wang
Ran Zhang
Ping Xu
Kunpeng Liu
...
Chong Chen
Pengfei Wang
Yuanchun Zhou
Erik Cambria
Chong Chen
GNN
515
10
0
09 Mar 2025
THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings
AAAI Conference on Artificial Intelligence (AAAI), 2024
Bowen Deng
Tong Wang
Lele Fu
Sheng Huang
Chuan Chen
Tao Zhang
467
8
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
311
0
0
28 Jan 2025
Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networks
IEEE Transactions on Signal and Information Processing over Networks (TSIPN), 2024
Jhony H. Giraldo
Aref Einizade
Andjela Todorovic
Jhon A. Castro-Correa
Mohsen Badiey
T. Bouwmans
Fragkiskos D. Malliaros
215
5
0
07 Nov 2024
Dual-Optimized Adaptive Graph Reconstruction for Multi-View Graph Clustering
ACM Multimedia (MM), 2024
Zichen Wen
Tianyi Wu
Yazhou Ren
Yawen Ling
Chenhang Cui
X. Pu
Lifang He
246
5
0
30 Oct 2024
SA-GDA: Spectral Augmentation for Graph Domain Adaptation
ACM Multimedia (ACM MM), 2023
Jinhui Pang
Zixuan Wang
Jiliang Tang
Mingyan Xiao
Nan Yin
OOD
269
32
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
214
0
0
02 Jul 2024
Synergistic Deep Graph Clustering Network
Benyu Wu
Shifei Ding
Xiao Xu
Lili Guo
Ling Ding
Xindong Wu
193
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
287
55
0
29 May 2024
Learning Persistent Community Structures in Dynamic Networks via Topological Data Analysis
Dexu Kong
Anping Zhang
Yang Li
188
5
0
06 Jan 2024
Normality Learning-based Graph Anomaly Detection via Multi-Scale Contrastive Learning
ACM Multimedia (ACM MM), 2023
Jingcan Duan
Pei Zhang
Siwei Wang
Jingtao Hu
Hu Jin
Jiaxin Zhang
Haifang Zhou
Xinwang Liu
295
23
0
12 Sep 2023
Redundancy-Free Self-Supervised Relational Learning for Graph Clustering
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Si-Yu Yi
Wei Ju
Yifang Qin
Xiao Luo
Luchen Liu
Yong-Dao Zhou
Ming Zhang
293
35
0
09 Sep 2023
Reinforcement Graph Clustering with Unknown Cluster Number
ACM Multimedia (ACM MM), 2023
Yue Liu
K. Liang
Jun Xia
Xihong Yang
Sihang Zhou
Meng Liu
Xinwang Liu
Stan Z. Li
GNN
247
38
0
13 Aug 2023
Homophily-enhanced Structure Learning for Graph Clustering
International Conference on Information and Knowledge Management (CIKM), 2023
Ming Gu
Gaoming Yang
Sheng Zhou
Ning Ma
Jiawei Chen
Qiaoyu Tan
Meihan Liu
Jiajun Bu
196
20
0
10 Aug 2023
RAHNet: Retrieval Augmented Hybrid Network for Long-tailed Graph Classification
ACM Multimedia (ACM MM), 2023
Zhengyan Mao
Wei Ju
Yifang Qin
Xiao Luo
Ming Zhang
247
21
0
04 Aug 2023
Dink-Net: Neural Clustering on Large Graphs
International Conference on Machine Learning (ICML), 2023
Yue Liu
K. Liang
Jun Xia
Sihang Zhou
Xihong Yang
Xinwang Liu
Stan Z. Li
GNN
429
74
0
28 May 2023
Contrastive Graph Clustering in Curvature Spaces
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Li Sun
Feiyang Wang
Junda Ye
Hao Peng
Philip S. Yu
251
23
0
05 May 2023
Beyond Homophily: Reconstructing Structure for Graph-agnostic Clustering
International Conference on Machine Learning (ICML), 2023
Erlin Pan
Zhao Kang
187
60
0
03 May 2023
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
298
39
0
23 Nov 2022
EGRC-Net: Embedding-induced Graph Refinement Clustering Network
IEEE Transactions on Image Processing (IEEE TIP), 2022
Zhihao Peng
Hui Liu
Yuheng Jia
Xianqiang Lyu
227
12
0
19 Nov 2022
GLCC: A General Framework for Graph-Level Clustering
AAAI Conference on Artificial Intelligence (AAAI), 2022
Wei Ju
Yiyang Gu
Binqi Chen
Gongbo Sun
Yifang Qin
Xing Liu
Xiao Luo
Ming Zhang
235
54
0
21 Oct 2022
Efficient block contrastive learning via parameter-free meta-node approximation
Neurocomputing (Neurocomputing), 2022
Gayan K. Kulatilleke
Marius Portmann
Shekhar S. Chandra
224
3
0
28 Sep 2022
Unsupervised Deep Discriminant Analysis Based Clustering
Jinyu Cai
Wenzhong Guo
Jicong Fan
189
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
284
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
397
3
0
20 May 2022
Simple Contrastive Graph Clustering
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Yue Liu
Xihong Yang
Sihang Zhou
Xinwang Liu
GNN
301
162
0
11 May 2022
SCGC : Self-Supervised Contrastive Graph Clustering
Neurocomputing (Neurocomputing), 2022
Gayan K. Kulatilleke
Marius Portmann
Shekhar S. Chandra
210
27
0
27 Apr 2022
CGC: Contrastive Graph Clustering for Community Detection and Tracking
The Web Conference (WWW), 2022
Namyong Park
Ryan Rossi
Eunyee Koh
I. Burhanuddin
Sungchul Kim
F. Du
Nesreen Ahmed
Christos Faloutsos
189
45
0
05 Apr 2022
Improved Dual Correlation Reduction Network
Yue Liu
Sihang Zhou
Xinwang Liu
Wenxuan Tu
Xihong Yang
110
24
0
25 Feb 2022
Deep Attention-guided Graph Clustering with Dual Self-supervision
Zhihao Peng
Hui Liu
Yuheng Jia
Xianqiang Lyu
277
42
0
10 Nov 2021
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