A curated list of community detection research papers with implementations.
2,449
stars
484
commits
Python
primary language
Dec 20, 2025
updated
bigclam
clustering
community-detection
data-science
deep-learning
deepwalk
dimensionality-reduction
embedding
factorization
graph-clustering
igraph
machine-learning
matrix-factorization
network-analysis
network-clustering
network-science
networkx
node2vec
social-network
unsupervised-learning
README
Awesome Community Detection Research Papers
A collection of community detection research papers.
Similar collections about graph classification, classification/regression tree, fraud detection, and gradient boosting papers with implementations.
Table of Contents
- Matrix Factorization
- Deep Learning
- Label Propagation, Percolation and Random Walks
- Tensor Decomposition
- Spectral Methods
- Temporal Methods
- Cyclic Patterns
- Centrality and Cuts
- Physics Inspired
- Block Models
- Hypergraphs
- Others
- Libraries
License
Contributors
Similar repos
Languages
Python
100.0%
A curated list of community detection research papers with implementations.
2,449
stars
484
commits
Python
primary language
Dec 20, 2025
updated
bigclam
clustering
community-detection
data-science
deep-learning
deepwalk
dimensionality-reduction
embedding
factorization
graph-clustering
igraph
machine-learning
matrix-factorization
network-analysis
network-clustering
network-science
networkx
node2vec
social-network
unsupervised-learning
README
Awesome Community Detection Research Papers
A collection of community detection research papers.
Similar collections about graph classification, classification/regression tree, fraud detection, and gradient boosting papers with implementations.
Table of Contents
- Matrix Factorization
- Deep Learning
- Label Propagation, Percolation and Random Walks
- Tensor Decomposition
- Spectral Methods
- Temporal Methods
- Cyclic Patterns
- Centrality and Cuts
- Physics Inspired
- Block Models
- Hypergraphs
- Others
- Libraries
License
Similar repos
Contributors
Languages
Python
100.0%