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Community Detection

Community Detection is one of the fundamental problems in network analysis, where the goal is to find groups of nodes that are, in some sense, more similar to each other than to the other nodes.

Source: Randomized Spectral Clustering in Large-Scale Stochastic Block Models

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 281–290 of 919 papers

Title	Date	Tasks	Status	Hype	Score
Evading Community Detection via Counterfactual Neighborhood Search	Oct 13, 2023	Community Detectioncounterfactual	—Unverified	0	0
Top-K Influential Nodes in Social Networks: A Game Perspective	Oct 14, 2018	Community DetectionMarketing	—Unverified	0	0
An adaptive hybrid algorithm for social networks to choose groups with independent members	Oct 4, 2019	Community Detection	—Unverified	0	0
Community detection with the Bethe-Hessian	Nov 5, 2024	Community DetectionStochastic Block Model	—Unverified	0	0
Axioms for graph clustering quality functions	Aug 15, 2013	ClusteringCommunity Detection	—Unverified	0	0
Community Detection with Node Attributes and its Generalization	Apr 12, 2016	Community Detection	—Unverified	0	0
A web-based tool to Analyze Semantic Similarity Networks	Dec 21, 2014	Community DetectionSemantic Similarity	—Unverified	0	0
A multilevel clustering technique for community detection	Jan 16, 2021	ClusteringCommunity Detection	—Unverified	0	0
Active learning in the geometric block model	Nov 15, 2019	Active LearningCommunity Detection	—Unverified	0	0
Community Detection with Known, Unknown, or Partially Known Auxiliary Latent Variables	Jan 8, 2023	Community DetectionStochastic Block Model	—Unverified	0	0

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	GNN	Accuracy-NE	2	—	Unverified
2	CommunityGAN	F1-score	0.09	—	Unverified
3	Ego-Splitting	F1-score	0.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	EdMot	NMI	0.42	—	Unverified
2	CDNMF	NMI	0.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CDNMF	ACC	0.48	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CommunityGAN	F1-Score	0.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Smooth GEMSEC 2	Modularity	0.56	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Smooth GEMSEC 2	Modularity	0.69	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Smooth GEMSEC 2	Modularity	0.65	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Smooth GEMSEC 2	Modularity	0.68	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Smooth GEMSEC 2	Modularity	0.71	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Smooth GEMSEC 2	Modularity	0.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Smooth GEMSEC 2	Modularity	0.86	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Smooth GEMSEC 2	Modularity	0.85	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CDNMF	ACC	0.67	—	Unverified