mala-lab / GGADLinks
Official implementation for NeurIPS'24 paper "Generative Semi-supervised Graph Anomaly Detection"
☆61Updated 3 months ago
Alternatives and similar repositories for GGAD
Users that are interested in GGAD are comparing it to the libraries listed below
Sorting:
- Official implementation of NeurIPS'23 paper "Truncated Affinity Maximization: One-class Homophily Modeling for Graph Anomaly Detection"☆44Updated last year
- Official repository for 2025 TKDE survey paper "Deep Graph Anomaly Detection: A Survey and New Perspectives", including diverse types of …☆176Updated last month
- "GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection" in NeurIPS 2023☆135Updated last year
- ☆13Updated 9 months ago
- Data repository for PyGOD☆46Updated last year
- ICLR25_Unifying Unsupervised Graph-Level Out-of-Distribution Detection and Anomaly Detection: A Benchmark☆62Updated 3 months ago
- ☆31Updated 2 years ago
- The paper " ComGA:Community-Aware Attributed Graph Anomaly Detection" was accepted by WSDM 2022.☆36Updated 3 years ago
- A Survey of Learning from Graphs with Heterophily☆153Updated 9 months ago
- ☆50Updated 2 years ago
- A collection of papers for graph anomaly detection, and published algorithms and datasets.☆132Updated last year
- [TNNLS] Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning☆96Updated 4 years ago
- Code for AAAI-2024 paper: Graph Contrastive Invariant Learning from the Causal Perspective☆29Updated last year
- An official source code for paper "Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View", accepted b…☆64Updated 2 years ago
- Code for paper "Improving Generalizability of Graph Anomaly Detection Models via Data Augmentation" (TKDE 2023)☆15Updated last week
- 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
- [NeurIPS'23] Towards Self-Interpretable Graph-Level Anomaly Detection☆29Updated last year
- ☆38Updated 3 years ago
- ☆31Updated 3 years ago
- ☆14Updated 2 years ago
- The official implementation of the DGA-GNN algorithm.☆29Updated last year
- ☆23Updated last year
- Neighbor Contrastive Learning on Learnable Graph Augmentation☆37Updated last year
- ☆18Updated 2 years ago
- [KDD'23] Learning Strong Graph Neural Networks with Weak Information☆43Updated 2 years ago
- [WWW 2024] Code and data for "On the Feasibility of Simple Transformer for Dynamic Graph Modeling"☆32Updated last year
- ☆55Updated last year
- Advances on machine learning of graphs, covering the reading list of recent top academic conferences.☆228Updated 2 weeks ago
- ☆12Updated 2 years ago
- [AAAI'23] Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating☆53Updated 3 years ago