Graph Clustering

Graph Clustering is the process of grouping the nodes of the graph into clusters, taking into account the edge structure of the graph in such a way that there are several edges within each cluster and very few between clusters. Graph Clustering intends to partition the nodes in the graph into disjoint groups.

Source: Clustering for Graph Datasets via Gumbel Softmax

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 201–225 of 393 papers

Title	Date	Tasks	Status
Transfer operators on graphs: Spectral clustering and beyond	May 19, 2023	ClusteringGraph Clustering	—Unverified
Transforming Graphs for Enhanced Attribute Clustering: An Innovative Graph Transformer-Based Method	Jun 20, 2023	AttributeClustering	—Unverified
Tripartite Graph Clustering for Dynamic Sentiment Analysis on Social Media	Feb 24, 2014	ClusteringGraph Clustering	—Unverified
Two to Five Truths in Non-Negative Matrix Factorization	May 6, 2023	Clusteringdocument understanding	—Unverified
UKP-WSI: UKP Lab Semeval-2013 Task 11 System Description	Jun 1, 2013	Graph ClusteringWord Sense Disambiguation	—Unverified
Unified and Dynamic Graph for Temporal Character Grouping in Long Videos	Aug 27, 2023	ClusteringGraph Clustering	—Unverified
Unsupervised Learning of A-Morphous Inflection with Graph Clustering	Sep 1, 2013	ClusteringGraph Clustering	—Unverified
Utilizing Technical Data to Discover Similar Companies in Dhaka Stock Exchange	Jan 11, 2023	Graph ClusteringRelation	—Unverified
Vertex-Centric Visual Programming for Graph Neural Networks	Jun 9, 2021	Graph ClusteringLink Prediction	—Unverified
VSR-Net: Vessel-like Structure Rehabilitation Network with Graph Clustering	Dec 20, 2023	ClusteringGraph Clustering	—Unverified
Weakly Supervised Graph Clustering	Sep 29, 2021	ClusteringGraph Clustering	—Unverified
Weighted Graph Nodes Clustering via Gumbel Softmax	Feb 22, 2021	ClusteringGraph Clustering	—Unverified
Multilayer Graph Clustering with Optimized Node Embedding	Mar 30, 2021	ClusteringGraph Clustering	—Unverified
Imputation-free and Alignment-free: Incomplete Multi-view Clustering Driven by Consensus Semantic Learning	May 16, 2025	ClusteringGraph Clustering	—Unverified
A Comprehensive Survey on Community Detection with Deep Learning	May 26, 2021	ClusteringCommunity Detection	—Unverified
Adaptive Homophily Clustering: Structure Homophily Graph Learning with Adaptive Filter for Hyperspectral Image	Jan 3, 2025	ClusteringGraph Clustering	—Unverified
Adaptive Traffic Element-Based Streetlight Control Using Neighbor Discovery Algorithm Based on IoT Events	Dec 2, 2024	ClusteringGraph Clustering	—Unverified
A Dynamic Mode Decomposition Approach for Decentralized Spectral Clustering of Graphs	Feb 26, 2022	ClusteringGraph Clustering	—Unverified
A Genetic Algorithm for Software Design Migration from Structured to Object Oriented Paradigm	Jul 23, 2014	ClusteringGraph Clustering	—Unverified
A Geometric Approach to Problems in Optimization and Data Science	Apr 22, 2025	Data PoisoningGraph Clustering	—Unverified
A Group Norm Regularized Factorization Model for Subspace Segmentation	Jan 8, 2020	ClusteringGraph Clustering	—Unverified
AI-KU: Using Substitute Vectors and Co-Occurrence Modeling For Word Sense Induction and Disambiguation	Jun 1, 2013	Graph ClusteringLanguage Modelling	—Unverified
A low-rank non-convex norm method for multiview graph clustering	Dec 18, 2023	ClusteringGraph Clustering	—Unverified
A Model for Image Segmentation in Retina	May 6, 2020	ClusteringGraph Clustering	—Unverified
A Modular Framework for Centrality and Clustering in Complex Networks	Nov 23, 2021	BenchmarkingClustering	—Unverified

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All datasets Citeseer Cora Pubmed Biase et al Bozec et al Deng et al Goolam et al Pollen et al Treutlein et al Yan et al

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	R-DGAE	ACC	70.5	—	Unverified
2	R-GMM-VGAE	ACC	68.9	—	Unverified
3	AGC	ACC	67	—	Unverified
4	RWR-GAE	ACC	61.6	—	Unverified
5	RWR-VGAE	ACC	61.3	—	Unverified
6	ARGE	ACC	57.3	—	Unverified
7	ARVGE	ACC	54.4	—	Unverified
8	GAE	ACC	40.8	—	Unverified
9	DAEGC+GSCAN†	NMI	39.9	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	R-GMM-VGAE	ACC	76.7	—	Unverified
2	R-DGAE	ACC	73.7	—	Unverified
3	AGC	ACC	68.92	—	Unverified
4	RWR-VGAE	ACC	68.5	—	Unverified
5	RWR-GAE	ACC	66.9	—	Unverified
6	ARGE	ACC	64	—	Unverified
7	ARVGE	ACC	63.8	—	Unverified
8	GAE	ACC	59.6	—	Unverified
9	DAEGC+GSCAN†	NMI	52.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	R-GMM-VGAE	ACC	74	—	Unverified
2	RWR-VGAE	ACC	73.6	—	Unverified
3	RWR-GAE	ACC	72.6	—	Unverified
4	R-DGAE	ACC	71.4	—	Unverified
5	AGC	ACC	69.78	—	Unverified
6	VGAE	ACC	65.48	—	Unverified
7	DAEGC+GSCAN†	NMI	31.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Polaratio Consensus Clustering	Adjusted Rand Index	1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Polaratio Consensus Clustering	Adjusted Rand Index	0.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Polaratio Consensus Clustering	Adjusted Rand Index	0.46	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Polaratio Consensus Clustering	Adjusted Rand Index	0.91	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Polaratio Consensus Clustering	Adjusted Rand Index	0.95	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Polaratio Consensus Clustering	Adjusted Rand Index	0.81	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Polaratio Consensus Clustering	Adjusted Rand Index	0.81	—	Unverified