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2012.09600
Cited By
Deep Fusion Clustering Network
AAAI Conference on Artificial Intelligence (AAAI), 2020
15 December 2020
Wenxuan Tu
Sihang Zhou
Xinwang Liu
Xifeng Guo
Zhiping Cai
En Zhu
Jieren Cheng
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Papers citing
"Deep Fusion Clustering Network"
50 / 58 papers shown
Hybrid-Collaborative Augmentation and Contrastive Sample Adaptive-Differential Awareness for Robust Attributed Graph Clustering
Tianxiang Zhao
Youqing Wang
Jinlu Wang
Jiapu Wang
Mingliang Cui
Junbin Gao
Jipeng Guo
142
0
0
03 Oct 2025
Attention Beyond Neighborhoods: Reviving Transformer for Graph Clustering
Xuanting Xie
Bingheng Li
Erlin Pan
Rui Hou
Wenyu Chen
Zhao Kang
GNN
224
0
0
18 Sep 2025
Attributed Graph Clustering with Multi-Scale Weight-Based Pairwise Coarsening and Contrastive Learning
Binxiong Li
Yuefei Wang
Binyu Zhao
Heyang Gao
Benhan Yang
Quanzhou Luo
Xue Li
Xu Xiang
Yujie Liu
Huijie Tang
116
2
0
28 Jul 2025
Aggregation-aware MLP: An Unsupervised Approach for Graph Message-passing
Xuanting Xie
Bingheng Li
Erlin Pan
Zhao Kang
Wenyu Chen
170
0
0
27 Jul 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
196
0
0
25 Jul 2025
Tri-Learn Graph Fusion Network for Attributed Graph Clustering
Binxiong Li
Xu Xiang
Xue Li
Binyu Zhao
Heyang Gao
Qinyu Zhao
281
0
0
18 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
245
0
0
12 Jul 2025
Scalable Attribute-Missing Graph Clustering via Neighborhood Differentiation
Yaowen Hu
Wenxuan Tu
Yue Liu
Xinhang Wan
Junyi Yan
Taichun Zhou
Xinwang Liu
278
0
0
09 Jul 2025
An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Jinyan Wang
Liu Yang
Yuecen Wei
Jiaxuan Si
Chenhao Guo
Qingyun Sun
Xianxian Li
Xingcheng Fu
OOD
AAML
231
3
0
26 May 2025
scSiameseClu: A Siamese Clustering Framework for Interpreting single-cell RNA Sequencing Data
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Ping Xu
Zhiyuan Ning
Pengjiang Li
Wenhao Liu
Pengyang Wang
Jiaxu Cui
Yuanchun Zhou
Meng Xiao
421
7
0
19 May 2025
Multi-Relation Graph-Kernel Strengthen Network for Graph-Level Clustering
Renda Han
Guangzhen Yao
Feiyu Xiong
Yongbin Li
Wen Xin
Huajie Lei
Mengfei Li
Zhenru Zhang
Chengze Du
Yahe Tian
227
0
0
02 Apr 2025
Incorporating Attributes and Multi-Scale Structures for Heterogeneous Graph Contrastive Learning
Information Fusion (Inf. Fusion), 2025
Ruobing Jiang
Yacong Li
Haobing Liu
Yanwei Yu
489
7
0
18 Mar 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
525
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
472
10
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
314
0
0
28 Jan 2025
CDC: A Simple Framework for Complex Data Clustering
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024
Zhao Kang
Xuanting Xie
Bingheng Li
Erlin Pan
565
47
0
10 Jan 2025
Self-Supervised Contrastive Graph Clustering Network via Structural Information Fusion
International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2024
Xiaoyang Ji
Yuchen Zhou
Haofu Yang
Shiyue Xu
Jiahao Li
SSL
338
0
0
08 Aug 2024
Reliable Node Similarity Matrix Guided Contrastive Graph Clustering
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024
Yunhui Liu
Xinyi Gao
Tieke He
Tao Zheng
Jianhua Zhao
Hongzhi Yin
247
18
0
07 Aug 2024
Balanced Multi-Relational Graph Clustering
Zhixiang Shen
Haolan He
Zhao Kang
267
12
0
23 Jul 2024
URRL-IMVC: Unified and Robust Representation Learning for Incomplete Multi-View Clustering
Ge Teng
Ting Mao
Chen Shen
Xiang Tian
Xuesong Liu
Yaowu Chen
Jieping Ye
3DV
AI4TS
184
7
0
12 Jul 2024
Synergistic Deep Graph Clustering Network
Benyu Wu
Shifei Ding
Xiao Xu
Lili Guo
Ling Ding
Xindong Wu
229
0
0
22 Jun 2024
Domain Adaptive and Fine-grained Anomaly Detection for Single-cell Sequencing Data and Beyond
Kaichen Xu
Yueyang Ding
Suyang Hou
Weiqiang Zhan
Nisang Chen
Jun Wang
Xiaobo Sun
140
5
0
26 Apr 2024
Multi-level Graph Subspace Contrastive Learning for Hyperspectral Image Clustering
Jingxin Wang
Renxiang Guan
Kainan Gao
Zihao Li
Hao Li
Xianju Li
Chang-Fu Tang
212
6
0
08 Apr 2024
Provable Filter for Real-world Graph Clustering
Xuanting Xie
Erlin Pan
Zhao Kang
Wenyu Chen
Bingheng Li
GNN
277
4
0
06 Mar 2024
Deep Contrastive Graph Learning with Clustering-Oriented Guidance
Mulin. Chen
Bocheng Wang
Xuelong Li
137
32
0
25 Feb 2024
A Survey of Data-Efficient Graph Learning
Wei Ju
Siyu Yi
Yifan Wang
Qingqing Long
Junyu Luo
Zhiping Xiao
Ming Zhang
GNN
544
35
0
01 Feb 2024
Masked AutoEncoder for Graph Clustering without Pre-defined Cluster Number k
Yuanchi Ma
Hui He
Zhongxiang Lei
ZhenDong Niu
210
2
0
09 Jan 2024
One-Step Late Fusion Multi-view Clustering with Compressed Subspace
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Qiyuan Ou
Pei Zhang
Sihang Zhou
En Zhu
290
3
0
03 Jan 2024
Upper Bounding Barlow Twins: A Novel Filter for Multi-Relational Clustering
Xiaowei Qian
Bingheng Li
Zhao Kang
236
20
0
21 Dec 2023
Learning Uniform Clusters on Hypersphere for Deep Graph-level Clustering
Mengling Hu
Chaochao Chen
Weiming Liu
Xinyi Zhang
Xinting Liao
Xiaolin Zheng
192
4
0
23 Nov 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
300
37
0
09 Sep 2023
CONVERT:Contrastive Graph Clustering with Reliable Augmentation
ACM Multimedia (ACM MM), 2023
Xihong Yang
Cheng Tan
Yue Liu
K. Liang
Siwei Wang
Sihang Zhou
Jun Xia
Stan Z. Li
Xinwang Liu
En Zhu
284
71
0
17 Aug 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
294
40
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
208
21
0
10 Aug 2023
Self-Contrastive Graph Diffusion Network
ACM Multimedia (ACM MM), 2023
Yixuan Ma
Kun Zhan
185
11
0
27 Jul 2023
A Restarted Large-Scale Spectral Clustering with Self-Guiding and Block Diagonal Representation
Pattern Recognition (Pattern Recogn.), 2023
Yongyan Guo
Gang Wu
170
5
0
27 Jun 2023
One-step Multi-view Clustering with Diverse Representation
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Xinhang Wan
Jiyuan Liu
Xinwang Liu
Siwei Wang
Yi Wen
Tianjiao Wan
Li Shen
En Zhu
233
83
0
08 Jun 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
435
75
0
28 May 2023
Deep Temporal Graph Clustering
International Conference on Learning Representations (ICLR), 2023
Meng Liu
Yue Liu
K. Liang
Wenxuan Tu
Siwei Wang
Sihang Zhou
Xinwang Liu
370
69
0
18 May 2023
Beyond Homophily: Reconstructing Structure for Graph-agnostic Clustering
International Conference on Machine Learning (ICML), 2023
Erlin Pan
Zhao Kang
238
63
0
03 May 2023
RARE: Robust Masked Graph Autoencoder
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Wenxuan Tu
Qing Liao
Sihang Zhou
Xin Peng
Chuan Ma
Yanfeng Guo
Xinwang Liu
Zhiping Cai
370
27
0
04 Apr 2023
Deep Incomplete Multi-view Clustering with Cross-view Partial Sample and Prototype Alignment
Computer Vision and Pattern Recognition (CVPR), 2023
Jiaqi Jin
Siwei Wang
Zhibin Dong
Xinwang Liu
En Zhu
312
97
0
28 Mar 2023
Revisiting Initializing Then Refining: An Incomplete and Missing Graph Imputation Network
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Wenxuan Tu
Bin Xiao
Xinwang Liu
Sihang Zhou
Zhiping Cai
Jieren Cheng
200
19
0
15 Feb 2023
Cluster-guided Contrastive Graph Clustering Network
AAAI Conference on Artificial Intelligence (AAAI), 2023
Xihong Yang
Yue Liu
Sihang Zhou
Siwei Wang
Wenxuan Tu
Qun Zheng
Xinwang Liu
Liming Fang
En Zhu
309
157
0
03 Jan 2023
A Clustering-guided Contrastive Fusion for Multi-view Representation Learning
Guanzhou Ke
Guoqing Chao
Xiaoli Wang
Chenyang Xu
Yong-Nan Zhu
Yang Yu
SSL
268
44
0
28 Dec 2022
Hard Sample Aware Network for Contrastive Deep Graph Clustering
AAAI Conference on Artificial Intelligence (AAAI), 2022
Yue Liu
Xihong Yang
Sihang Zhou
Xinwang Liu
Zhen Wang
K. Liang
Wenxuan Tu
Liangjun Li
Jingcan Duan
Cancan Chen
376
163
0
16 Dec 2022
Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View
AAAI Conference on Artificial Intelligence (AAAI), 2022
Jingcan Duan
Siwei Wang
Pei Zhang
En Zhu
Jingtao Hu
Huan Jin
Yue Liu
Zhibin Dong
308
146
0
01 Dec 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
304
41
0
23 Nov 2022
NCAGC: A Neighborhood Contrast Framework for Attributed Graph Clustering
Neurocomputing (Neurocomputing), 2022
Tong Wang
Guanyu Yang
Qijia He
Zhenquan Zhang
Junhua Wu
215
10
0
16 Jun 2022
Unsupervised Deep Discriminant Analysis Based Clustering
Jinyu Cai
Wenzhong Guo
Jicong Fan
191
5
0
09 Jun 2022
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