mala-lab / Awesome-Deep-Graph-Anomaly-DetectionLinks
Official repository for 2025 TKDE survey paper "Deep Graph Anomaly Detection: A Survey and New Perspectives", including diverse types of resources for graph anomaly detection
☆129Updated 2 weeks 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:
- Official implementation for NeurIPS'24 paper "Generative Semi-supervised Graph Anomaly Detection"☆55Updated 2 weeks ago
- "GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection" in NeurIPS 2023☆130Updated last year
- Official implementation of NeurIPS'23 paper "Truncated Affinity Maximization: One-class Homophily Modeling for Graph Anomaly Detection"☆42Updated last year
- A collection of papers for graph anomaly detection, and published algorithms and datasets.☆127Updated last year
- [TNNLS] Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning☆94Updated 4 years ago
- Advances on machine learning of graphs, covering the reading list of recent top academic conferences.☆210Updated 2 months ago
- The official PyTorch implementation of Cross-Domain Graph Anomaly Detection via Anomaly-aware Contrastive Alignment (AAAI2023, to appear)…☆42Updated 2 years ago
- A Survey of Learning from Graphs with Heterophily☆146Updated 6 months ago
- An official source code for paper "Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View", accepted b…☆62Updated last year
- ICLR25_Unifying Unsupervised Graph-Level Out-of-Distribution Detection and Anomaly Detection: A Benchmark☆58Updated last week
- The paper " ComGA:Community-Aware Attributed Graph Anomaly Detection" was accepted by WSDM 2022.☆36Updated 2 years ago
- Awesome literature on imbalanced learning on graphs☆75Updated 11 months ago
- ☆53Updated 9 months ago
- ☆11Updated 5 months ago
- "Rethinking Graph Neural Networks for Anomaly Detection" in ICML 2022☆186Updated last year
- Data repository for PyGOD☆43Updated last year
- ☆30Updated 2 years ago
- ☆49Updated 2 years ago
- ☆38Updated 3 years ago
- ☆180Updated last year
- ☆37Updated 9 months ago
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆263Updated 8 months ago
- Fraud Detection, Low Homophily, Label Utilization, Graph Mining☆49Updated last year
- The official implementation of the DGA-GNN algorithm.☆26Updated last year
- Awesome Temporal Graph Learning is a collection of SOTA, novel temporal graph learning methods (papers, codes, and datasets).☆76Updated 3 months ago
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆227Updated last year
- Awesome graph anomaly detection techniques built based on deep learning frameworks. Collections of commonly used datasets, papers as well…☆365Updated 2 years ago
- PyTorch Implementation for "Deep Anomaly Detection on Attributed Networks" (SDM2019)☆73Updated 3 years ago
- A Library for Dynamic Graph Learning (NeurIPS 2023)☆255Updated last year
- [WWW'22] Towards Unsupervised Deep Graph Structure Learning☆142Updated 2 years ago