FanzhenLiu / Awesome-Deep-Community-DetectionView external linksLinks
Deep and conventional community detection related papers, implementations, datasets, and tools.
☆552Sep 4, 2025Updated 5 months ago
Alternatives and similar repositories for Awesome-Deep-Community-Detection
Users that are interested in Awesome-Deep-Community-Detection are comparing it to the libraries listed below
Sorting:
- Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).☆991May 6, 2025Updated 9 months ago
- Official code implementation for CIKM 21 paper Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network…☆42Nov 9, 2021Updated 4 years ago
- Implementation of "Overlapping Community Detection with Graph Neural Networks"☆174Sep 25, 2020Updated 5 years ago
- CDBNE☆18May 11, 2022Updated 3 years ago
- GN, FN, LPA, SLPA, COPAR、Louvain...☆166Mar 1, 2023Updated 2 years ago
- A curated list of community detection research papers with implementations.☆2,425Dec 20, 2025Updated last month
- [WSDM 2022] Efficient Graph Convolution for Joint Node Representation Learning and Clustering☆19Jan 26, 2024Updated 2 years ago
- Implementation in TF2 of Community-Centric Graph Convolutional Network for Unsupervised Community Detection☆19Jan 24, 2022Updated 4 years ago
- Library of graph clustering algorithms☆763Nov 4, 2023Updated 2 years ago
- IJCAI 2022- Escaping Feature Twist: A Variational Graph Auto-Encoder for Node Clustering☆20Apr 24, 2023Updated 2 years ago
- IJCAI 2022 Attributed Graph Clustering with Dual Redundancy Reduction☆15Oct 27, 2024Updated last year
- ☆14Jun 14, 2021Updated 4 years ago
- Supervised community detection with line graph neural networks☆90Sep 19, 2020Updated 5 years ago
- Community Discovery Library☆417Dec 23, 2025Updated last month
- Some overlapping community detection algorithms (Until 2016). by Yulin Che (https://github.com/CheYulin) for the PhD qualification exam (…☆210Feb 28, 2022Updated 3 years ago
- Graph Debiased Contrastive Learning with Joint Representation Clustering☆25May 10, 2023Updated 2 years ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,711Feb 2, 2024Updated 2 years ago
- 复杂网络社区发现算法、评价指标、常用数据集整理☆253May 4, 2020Updated 5 years ago
- ☆50Nov 25, 2021Updated 4 years ago
- Code for NeurIPS 2022 paper "Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discriminat…☆56Mar 6, 2023Updated 2 years ago
- A Unified Library for Deep Graph Clustering☆129Dec 17, 2025Updated last month
- A curated collection of adversarial attack and defense on graph data.☆580Nov 7, 2023Updated 2 years ago
- Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).☆700Jun 4, 2025Updated 8 months ago
- Awesome graph anomaly detection techniques built based on deep learning frameworks. Collections of commonly used datasets, papers as well…☆382Jul 10, 2023Updated 2 years ago
- A curated list of graph data augmentation papers.☆313Apr 17, 2024Updated last year
- Structural Deep Clustering Network☆289Jul 6, 2023Updated 2 years ago
- Source Code for Paper "Evolutionary Community Detection in Dynamic Social Networks" IJCNN 2019☆16Jul 20, 2020Updated 5 years ago
- PyGCL: A PyTorch Library for Graph Contrastive Learning☆957Jul 11, 2024Updated last year
- The Tensorflow Implementation of paper Self-supervised Graph Convolutional Network For Multi-view Clustering☆36Mar 4, 2022Updated 3 years ago
- The code of AGCN (Attention-driven Graph Clustering Network), which is accepted by ACM MM 2021.☆36Aug 16, 2024Updated last year
- A collection of papers for graph anomaly detection, and published algorithms and datasets.☆135Dec 25, 2023Updated 2 years ago
- Awesome Temporal Graph Learning is a collection of SOTA, novel temporal graph learning methods (papers, codes, and datasets).☆88May 19, 2025Updated 8 months ago
- Unsupervised Attributed Multiplex Network Embedding (AAAI 2020)☆152Mar 31, 2023Updated 2 years ago
- ☆55Oct 22, 2022Updated 3 years ago
- The source code of a community detection method in dynamic networks for paper "IncNSA: Detecting communities incrementally from time-evol…☆30Nov 5, 2021Updated 4 years ago
- Deep Multi-Graph Clustering via Attentive Cross-Graph Association☆25Apr 6, 2020Updated 5 years ago
- [ICASSP 2024] Official implementation of our paper "Contrastive Deep Nonnegative Matrix Factorization for Community Detection"☆42May 22, 2025Updated 8 months ago
- [AAAI'23] Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating☆53Nov 23, 2022Updated 3 years ago
- AAAI'21: Data Augmentation for Graph Neural Networks☆196Apr 24, 2024Updated last year