SOTAVerified

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 AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 851–875 of 919 papers

TitleStatusHype
Exact Recovery of Community Structures Using DeepWalk and Node2vec—0
Community detection for weighted bipartite networks—0
ContCommRTD: A Distributed Content-based Misinformation-aware Community Detection System for Real-Time Disaster Reporting—0
Content-driven, unsupervised clustering of news articles through multiscale graph partitioning—0
Contextual Stochastic Block Model: Sharp Thresholds and Contiguity—0
Contributions to Representation Learning with Graph Autoencoders and Applications to Music Recommendation—0
Controllability of Coarsely Measured Networked Linear Dynamical Systems (Extended Version)—0
Convergence Rate of Block-Coordinate Maximization Burer-Monteiro Method for Solving Large SDPs—0
Convexified Modularity Maximization for Degree-corrected Stochastic Block Models—0
Convex Relaxation Methods for Community Detection—0
Curvature-based Clustering on Graphs—0
Data clustering with edge domination in complex networks—0
Data-driven Clustering in Ad-hoc Networks based on Community Detection—0
Data-driven Influence Based Clustering of Dynamical Systems—0
DCC: A Cascade based Approach to Detect Communities in Social Networks—0
Deep Amortized Relational Model with Group-Wise Hierarchical Generative Process—0
Deep Clustering via Community Detection—0
Deep Graph Clustering via Mutual Information Maximization and Mixture Model—0
Descriptive vs. inferential community detection in networks: pitfalls, myths, and half-truths—0
Community Structure Recovery and Interaction Probability Estimation for Gossip Opinion Dynamics—0
Detecting Communities in Complex Networks using an Adaptive Genetic Algorithm and node similarity-based encoding—0
Detecting Communities in Heterogeneous Multi-Relational Networks:A Message Passing based Approach—0
Detecting Community Structures in Hi-C Genomic Data—0
Detecting Dynamic Community Structure in Functional Brain Networks Across Individuals: A Multilayer Approach—0
Detecting Local Community Structures in Social Networks Using Concept Interestingness—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GNNAccuracy-NE2—Unverified
2CommunityGANF1-score0.09—Unverified
3Ego-SplittingF1-score0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1EdMotNMI0.42—Unverified
2CDNMFNMI0.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CDNMFACC0.48—Unverified
#ModelMetricClaimedVerifiedStatus
1CommunityGANF1-Score0.15—Unverified
#ModelMetricClaimedVerifiedStatus
1Smooth GEMSEC 2Modularity0.56—Unverified
#ModelMetricClaimedVerifiedStatus
1Smooth GEMSEC 2Modularity0.69—Unverified
#ModelMetricClaimedVerifiedStatus
1Smooth GEMSEC 2Modularity0.65—Unverified
#ModelMetricClaimedVerifiedStatus
1Smooth GEMSEC 2Modularity0.68—Unverified
#ModelMetricClaimedVerifiedStatus
1Smooth GEMSEC 2Modularity0.71—Unverified
#ModelMetricClaimedVerifiedStatus
1Smooth GEMSEC 2Modularity0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1Smooth GEMSEC 2Modularity0.86—Unverified
#ModelMetricClaimedVerifiedStatus
1Smooth GEMSEC 2Modularity0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1CDNMFACC0.67—Unverified