squareRoot3 / GADBenchLinks
"GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection" in NeurIPS 2023
☆137Updated last year
Alternatives and similar repositories for GADBench
Users that are interested in GADBench are comparing it to the libraries listed below
Sorting:
- Data repository for PyGOD☆47Updated last year
- A collection of papers for graph anomaly detection, and published algorithms and datasets.☆134Updated 2 years ago
- ☆38Updated 3 years ago
- An official source code for paper "Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View", accepted b…☆65Updated 2 years ago
- Official implementation for NeurIPS'24 paper "Generative Semi-supervised Graph Anomaly Detection"☆62Updated 5 months ago
- (WWW 2021) Source code of PC-GNN☆107Updated 4 years ago
- ☆24Updated last year
- The paper " ComGA:Community-Aware Attributed Graph Anomaly Detection" was accepted by WSDM 2022.☆37Updated 3 years ago
- [TNNLS] Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning☆99Updated 4 years ago
- A Survey of Learning from Graphs with Heterophily☆155Updated 10 months ago
- PyTorch Implementation for "Deep Anomaly Detection on Attributed Networks" (SDM2019)☆77Updated 4 years ago
- ☆31Updated 2 years ago
- "Rethinking Graph Neural Networks for Anomaly Detection" in ICML 2022☆195Updated last year
- ☆50Updated 2 years ago
- ☆31Updated 3 years ago
- The official implementation of the DGA-GNN algorithm.☆30Updated last year
- [WWW'22] Towards Unsupervised Deep Graph Structure Learning☆143Updated 3 years ago
- A collection of papers on Graph Structural Learning (GSL)☆58Updated 2 years ago
- Fraud Detection, Low Homophily, Label Utilization, Graph Mining☆53Updated 2 years ago
- NeurIPS 2022, Revisiting Heterophily For Graph Neural Networks, official PyTorch implementation for Adaptive Channel Mixing (ACM) GNN fra…☆88Updated last year
- A library for static attributed graph outlier detection. 静态属性图节点的异常检测模型集。☆31Updated 2 years ago
- Awesome literature on imbalanced learning on graphs☆74Updated last year
- [WSDM 2024] GAD-NR : Graph Anomaly Detection via Neighborhood Reconstruction☆53Updated last year
- [AAAI'23] Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating☆53Updated 3 years ago
- ☆19Updated 2 years ago
- A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress?☆121Updated 2 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
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆267Updated last year
- ICLR25_Unifying Unsupervised Graph-Level Out-of-Distribution Detection and Anomaly Detection: A Benchmark☆62Updated 5 months ago
- Official implementation of NeurIPS'23 paper "Truncated Affinity Maximization: One-class Homophily Modeling for Graph Anomaly Detection"☆45Updated last year