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2002.01633
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Structural Deep Clustering Network
The Web Conference (WWW), 2020
5 February 2020
Deyu Bo
Xiao Wang
C. Shi
Meiqi Zhu
Emiao Lu
Peng Cui
GNN
Re-assign community
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Papers citing
"Structural Deep Clustering Network"
50 / 130 papers shown
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Attention Beyond Neighborhoods: Reviving Transformer for Graph Clustering
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FTSCommDetector: Discovering Behavioral Communities through Temporal Synchronization
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270
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Effective Clustering for Large Multi-Relational Graphs
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Runhao Jiang
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135
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GRAVITY: A Controversial Graph Representation Learning for Vertex Classification
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Jean Marie Tshimula
128
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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
222
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25 Jul 2025
Clustering-Oriented Generative Attribute Graph Imputation
Mulin. Chen
Bocheng Wang
Jiaxin Zhong
Zongcheng Miao
Xuelong Li
206
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25 Jul 2025
Tri-Learn Graph Fusion Network for Attributed Graph Clustering
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Xu Xiang
Xue Li
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Heyang Gao
Qinyu Zhao
330
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Policy-Based Trajectory Clustering in Offline Reinforcement Learning
Hao Hu
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10 Jun 2025
scSiameseClu: A Siamese Clustering Framework for Interpreting single-cell RNA Sequencing Data
International Joint Conference on Artificial Intelligence (IJCAI), 2025
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Zhiyuan Ning
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Jiaxu Cui
Yuanchun Zhou
Meng Xiao
455
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19 May 2025
Advancing Community Detection with Graph Convolutional Neural Networks: Bridging Topological and Attributive Cohesion
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Anjali de Silva
Gang Chen
Hui Ma
Seyed Mohammad Nekooei
Xingquan Zuo
355
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15 May 2025
New Recipe for Semi-supervised Community Detection: Clique Annealing under Crystallization Kinetics
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408
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Tianfu Wu
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382
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Incorporating Attributes and Multi-Scale Structures for Heterogeneous Graph Contrastive Learning
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Ruobing Jiang
Yacong Li
Haobing Liu
Yanwei Yu
554
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18 Mar 2025
Deep Cut-informed Graph Embedding and Clustering
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Zhiyuan Ning
Zaitian Wang
Ran Zhang
Ping Xu
Kunpeng Liu
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Chong Chen
Pengfei Wang
Yuanchun Zhou
Erik Cambria
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09 Mar 2025
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AAAI Conference on Artificial Intelligence (AAAI), 2024
Bowen Deng
Tong Wang
Lele Fu
Sheng Huang
Chuan Chen
Tao Zhang
554
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17 Feb 2025
RDSA: A Robust Deep Graph Clustering Framework via Dual Soft Assignment
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Li Fan
Tulika Saha
Xiaoying Pang
Yushan Pan
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Chengtao Ji
356
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28 Jan 2025
CDC: A Simple Framework for Complex Data Clustering
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Zhao Kang
Xuanting Xie
Bingheng Li
Erlin Pan
629
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Cluster Catch Digraphs with the Nearest Neighbor Distance
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Nedret Billor
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201
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Scalable Deep Metric Learning on Attributed Graphs
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Xiang Li
G. Agrawal
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453
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258
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500
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Multi-Task Curriculum Graph Contrastive Learning with Clustering Entropy Guidance
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Chusheng Zeng
Bocheng Wang
Jinghui Yuan
Rong Wang
Mulin. Chen
262
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22 Aug 2024
Structure-enhanced Contrastive Learning for Graph Clustering
IEEE Transactions on Network Science and Engineering (TNSE), 2024
Xunlian Wu
Jingqi Hu
Anqi Zhang
Yining Quan
Qiguang Miao
Peng Gang Sun
344
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19 Aug 2024
scASDC: Attention Enhanced Structural Deep Clustering for Single-cell RNA-seq Data
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024
Wenwen Min
Zhen Wang
Fangfang Zhu
Taosheng Xu
Shunfang Wang
149
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Self-Supervised Contrastive Graph Clustering Network via Structural Information Fusion
International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2024
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Haofu Yang
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356
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Xinyi Gao
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Hongzhi Yin
259
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Deep Clustering via Distribution Learning
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Zijie Tan
Chenqiu Zhao
Anup Basu
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327
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Adaptive Self-supervised Robust Clustering for Unstructured Data with Unknown Cluster Number
Chen-Lu Ding
Jiancan Wu
Wei Lin
Shiyang Shen
Xiang Wang
Yancheng Yuan
394
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Synergistic Deep Graph Clustering Network
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Shifei Ding
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Lili Guo
Ling Ding
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263
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Qijie Bai
Changli Nie
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Zhicheng Dou
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314
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Learning on Large Graphs using Intersecting Communities
Ben Finkelshtein
.Ismail .Ilkan Ceylan
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256
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Rui Miao
Kaixiong Zhou
Yili Wang
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Ying Wang
Xin Wang
285
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DGCformer: Deep Graph Clustering Transformer for Multivariate Time Series Forecasting
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228
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scCDCG: Efficient Deep Structural Clustering for single-cell RNA-seq via Deep Cut-informed Graph Embedding
Ping Xu
Zhiyuan Ning
Meng Xiao
Guihai Feng
Xin Li
Yuanchun Zhou
Pengfei Wang
317
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A Clustering Method with Graph Maximum Decoding Information
Weishuai Zeng
Manying Lv
Zhanbiao Lian
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Jin Yan
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Zhiming Ding
965
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Incorporating Higher-order Structural Information for Graph Clustering
Qiankun Li
Haobing Liu
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Tingting Wang
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418
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Personalized Negative Reservoir for Incremental Learning in Recommender Systems
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Yuening Wang
Yingxue Zhang
Mark Coates
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305
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Provable Filter for Real-world Graph Clustering
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Erlin Pan
Zhao Kang
Wenyu Chen
Bingheng Li
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309
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A Survey of Data-Efficient Graph Learning
Wei Ju
Siyu Yi
Yifan Wang
Qingqing Long
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Zhiping Xiao
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Hyper-STTN: Hypergraph Augmented Spatial-Temporal Transformer Network for Trajectory Prediction
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245
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286
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Ali Mostafavi
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357
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