Awesome Community Detection Research Papers

A curated list of community detection research papers with implementations.
Under Creative Commons Zero v1.0 Universal
By benedekrozemberczki

deep-learning machine-learning network-analysis data-science clustering unsupervised-learning networkx social-network dimensionality-reduction network-science embedding factorization matrix-factorization deepwalk node2vec graph-clustering network-clustering igraph bigclam community-detection

Awesome Community Detection Research Papers


A collection of community detection papers.

Similar collections about graph classification, classification/regression tree, fraud detection, and gradient boosting papers with implementations.

Table of Contents

  1. Matrix Factorization

  2. Deep Learning

  3. Label Propagation, Percolation and Random Walks

  4. Tensor Decomposition

  5. Spectral Methods

  6. Temporal Methods

  7. Cyclic Patterns

  8. Centrality and Cuts

  9. Physics Inspired

  10. Block Models

  11. Hypergraphs

  12. Others

  13. Libraries