FanzhenLiu / DAGAD
Source Code for Paper "DAGAD: Data Augmentation for Graph Anomaly Detection" ICDM 2022
☆18Updated last year
Alternatives and similar repositories for DAGAD:
Users that are interested in DAGAD are comparing it to the libraries listed below
- [TKDE 2021] A PyTorch implementation of "Generative and Contrastive Self-Supervised Learning for Graph Anomaly Detection".☆45Updated 3 years ago
- The paper " ComGA:Community-Aware Attributed Graph Anomaly Detection" was accepted by WSDM 2022.☆37Updated 2 years ago
- ☆29Updated last year
- ☆37Updated 2 years ago
- PyTorch Implementation for "Deep Anomaly Detection on Attributed Networks" (SDM2019)☆71Updated 3 years ago
- An official source code for paper "Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View", accepted b…☆51Updated last year
- ☆11Updated last year
- [TNNLS] Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning☆88Updated 3 years ago
- [CIKM 2021] A PyTorch implementation of "ANEMONE: Graph Anomaly Detection with Multi-Scale Contrastive Learning".☆47Updated 3 years ago
- Official PyTorch implementation for the paper ADA-GAD: Anomaly-Denoised Autoencoders for Graph Anomaly Detection (AAAI 2024).☆21Updated 10 months ago
- A Pytorch implement of paper "Anomaly detection in dynamic graphs via transformer" (TADDY).☆54Updated 3 years ago
- Data repository for PyGOD☆41Updated 11 months ago
- ☆29Updated 2 years ago
- A library for static attributed graph outlier detection. 静态属性图节点的异常检测模型集。☆31Updated last year
- A collection of papers for graph anomaly detection, and published algorithms and datasets.☆116Updated last year
- ☆18Updated last year
- Source Code for Graph Anomaly Detection with Unsupervised GNNs (ICDM2022)☆10Updated 2 years ago
- ☆12Updated 2 years ago
- The code of Addgraph frame.☆22Updated 3 years ago
- "GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection" in NeurIPS 2023☆106Updated 7 months ago
- cogdl based GNN model for anomoly detection on Amazon & YelpChi datasets☆13Updated 2 years ago
- ☆47Updated 2 years ago
- Contrastive Attributed Network Anomaly Detection with Data Augmentation (PAKDD'22)☆25Updated 2 years ago
- The official implementation of the DGA-GNN algorithm.☆23Updated 6 months ago
- Implementation of the paper Deep Graph-level Anomaly Detection by Glocal Knowledge Distillation(WSDM22)☆30Updated 3 years ago
- Fraud Detection, Low Homophily, Label Utilization, Graph Mining☆45Updated last year
- ☆21Updated 10 months ago
- ☆31Updated 2 years ago
- Source code for NeurIPS 2022 paper "Uncovering the Structural Fairness in Graph Contrastive Learning"☆29Updated 2 years ago