XiaoxiaoMa-MQ / Awesome-Deep-Graph-Anomaly-DetectionLinks
Awesome graph anomaly detection techniques built based on deep learning frameworks. Collections of commonly used datasets, papers as well as implementations are listed in this github repository. We also invite researchers interested in anomaly detection, graph representation learning, and graph anomaly detection to join this project as contribut…
☆380Updated 2 years ago
Alternatives and similar repositories for Awesome-Deep-Graph-Anomaly-Detection
Users that are interested in Awesome-Deep-Graph-Anomaly-Detection are comparing it to the libraries listed below
Sorting:
- A collection of papers for graph anomaly detection, and published algorithms and datasets.☆134Updated 2 years ago
- Code for CIKM 2020 paper Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters☆300Updated 3 years ago
- Official repository for 2025 TKDE survey paper "Deep Graph Anomaly Detection: A Survey and New Perspectives", including diverse types of …☆190Updated 3 months ago
- PyTorch Implementation for "Deep Anomaly Detection on Attributed Networks" (SDM2019)☆77Updated 4 years ago
- "Rethinking Graph Neural Networks for Anomaly Detection" in ICML 2022☆195Updated last year
- Data repository for PyGOD☆48Updated last year
- "GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection" in NeurIPS 2023☆137Updated last year
- 用于图异常检测的数据集☆45Updated 6 years ago
- The official implementation of the DGA-GNN algorithm.☆30Updated last year
- The paper " ComGA:Community-Aware Attributed Graph Anomaly Detection" was accepted by WSDM 2022.☆37Updated 3 years ago
- (WWW 2021) Source code of PC-GNN☆107Updated 4 years ago
- Deep and conventional community detection related papers, implementations, datasets, and tools.☆550Updated 4 months ago
- A Deep Graph-based Toolbox for Fraud Detection in TensorFlow 2.X☆135Updated 3 years ago
- [TNNLS] Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning☆99Updated 4 years ago
- ☆38Updated 3 years ago
- A Pytorch implement of paper "Anomaly detection in dynamic graphs via transformer" (TADDY).☆60Updated 4 years ago
- Fraud Detection, Low Homophily, Label Utilization, Graph Mining☆53Updated 2 years ago
- Deep Graph Outlier Detection☆67Updated 2 years ago
- A Deep Graph-based Toolbox for Fraud Detection☆747Updated 3 years ago
- A repository for financial fraud detection☆307Updated 7 months ago
- The code of Addgraph frame.☆23Updated 4 years ago
- ☆27Updated last year
- ☆31Updated 2 years ago
- ☆33Updated 3 years ago
- TNNLS: A Synergistic Approach for Graph Anomaly Detection with Pattern Mining and Feature Learning; CIKM'20: Error-bounded Graph Anomaly …☆43Updated 2 years ago
- ☆81Updated last year
- A curated list of graph data augmentation papers.☆313Updated last year
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆267Updated last year
- Advances on machine learning of graphs, covering the reading list of recent top academic conferences.☆232Updated last month
- Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks☆78Updated last year