KnowledgeDiscovery / StrGNN
Code for structural temporal graph neural networks for anomaly detection in dynamic graphs
☆22Updated 8 months ago
Alternatives and similar repositories for StrGNN:
Users that are interested in StrGNN are comparing it to the libraries listed below
- Hypergraph convolution and attention networks research☆13Updated 6 months ago
- Code for "DyGCN: Dynamic Graph Embedding with Graph Convolutional Network"☆36Updated 9 months ago
- [CIKM 2021] A PyTorch implementation of "ANEMONE: Graph Anomaly Detection with Multi-Scale Contrastive Learning".☆47Updated 3 years ago
- ☆37Updated 3 years ago
- The codes of IJCAI 2021 paper "Temporal Heterogeneous Information Network Embedding"☆15Updated 2 years ago
- Reimplementation of AAAI21 paper "Beyond Low-frequency Information in Graph Convolutional Networks" based on PyTorch and PyTorch Geometri…☆20Updated 2 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
- A Pytorch implement of paper "Anomaly detection in dynamic graphs via transformer" (TADDY).☆55Updated 3 years ago
- ☆29Updated last year
- [TKDE 2021] A PyTorch implementation of "Generative and Contrastive Self-Supervised Learning for Graph Anomaly Detection".☆45Updated 3 years ago
- Heterogeneous Hypergraph Variational Autoencoder for Link Prediction (T-PAMI 2021)☆32Updated 3 years ago
- [WWW 2023] "Addressing Heterophily in Graph Anomaly Detection: A Perspective of Graph Spectrum" by Yuan Gao, Xiang Wang, Xiangnan He, Zhe…☆35Updated last year
- ☆58Updated 4 years ago
- [WSDM 2024] GAD-NR : Graph Anomaly Detection via Neighborhood Reconstruction☆41Updated 2 months ago
- ☆45Updated last year
- ☆29Updated 2 years ago
- ☆10Updated 2 years ago
- ☆39Updated 2 months ago
- ☆37Updated 2 years ago
- TREND: TempoRal Event and Node Dynamics for Graph Representation Learning. WWW-2022.☆35Updated 9 months ago
- Source code for NeurIPS 2022 paper "Uncovering the Structural Fairness in Graph Contrastive Learning"☆29Updated 2 years ago
- ☆13Updated 3 years ago
- [ACM Computing Surveys'23] Implementations or refactor of some temporal link prediction/dynamic link prediction methods and summary of re…☆54Updated 3 months ago
- Papers about hypergraph, their applications, and even similar ideas.☆18Updated 3 years ago
- ☆18Updated last year
- The paper " ComGA:Community-Aware Attributed Graph Anomaly Detection" was accepted by WSDM 2022.☆37Updated 2 years ago
- ☆77Updated 2 years ago
- ☆16Updated 4 months ago
- ☆19Updated 4 years ago
- Data repository for PyGOD☆41Updated last year