ki-ljl / GNNs-for-Link-PredictionLinks
Some GNNs are implemented using PyG for link prediction tasks, including: GCN, GraphSAGE, GAT, Node2Vec、RGCN、HGT and HAN, which will continue to be updated in the future.
☆64Updated last year
Alternatives and similar repositories for GNNs-for-Link-Prediction
Users that are interested in GNNs-for-Link-Prediction are comparing it to the libraries listed below
Sorting:
- ☆80Updated 9 months ago
- Some GNNs are implemented using PyG for node classification tasks, including: GCN, GraphSAGE, SGC, GAT, R-GCN and HAN (Heterogeneous Grap…☆138Updated 2 years ago
- ☆115Updated last year
- A multi-backend graph learning library.☆242Updated 3 weeks ago
- A Survey of Learning from Graphs with Heterophily☆146Updated 6 months ago
- A Collection for HGNN (Heterogenous Graph Neural Network), including datasets, algorithms and so on.☆59Updated last year
- PyTorch示例代码;复现GNN模型☆132Updated 3 years ago
- A list of recent papers about Link Prediction.☆102Updated this week
- (WWW 2021) Source code of PC-GNN☆106Updated 3 years ago
- [ACM Computing Surveys'23] Implementations or refactor of some temporal link prediction/dynamic link prediction methods and summary of re…☆56Updated 9 months ago
- MECCH: Metapath Context Convolution-based Heterogeneous Graph Neural Networks☆21Updated last year
- KDD'22☆64Updated 2 years ago
- The paper " ComGA:Community-Aware Attributed Graph Anomaly Detection" was accepted by WSDM 2022.☆36Updated 2 years ago
- PyTorch Implementation for "Deep Anomaly Detection on Attributed Networks" (SDM2019)☆73Updated 3 years ago
- ☆17Updated 3 years ago
- Code & data for AAAI'23 Oral paper "Heterogeneous Graph Masked Autoencoders".☆63Updated 2 years ago
- ☆53Updated 9 months ago
- A collection of papers for graph anomaly detection, and published algorithms and datasets.☆127Updated last year
- Fraud Detection, Low Homophily, Label Utilization, Graph Mining☆49Updated last year
- "GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection" in NeurIPS 2023☆130Updated last year
- ☆57Updated 3 years ago
- Archive of Temporal Knowledge Reasoning in Social Network and Knowledge Graph☆446Updated last year
- A Library for Dynamic Graph Learning (NeurIPS 2023)☆256Updated last year
- [WWW 2021] Source code for "Graph Contrastive Learning with Adaptive Augmentation"☆176Updated last year
- Graph model implementation☆142Updated 3 years ago
- 异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch☆112Updated 2 years ago
- Code for CIKM 2020 paper Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters☆280Updated 2 years ago
- Pytorch implementation of DySAT: Deep Neural Representation Learning on Dynamic Graphs via Self-Attention Networks☆93Updated 3 years ago
- TransGNN, SIGIR 2024☆60Updated last year
- Advances on machine learning of graphs, covering the reading list of recent top academic conferences.☆210Updated 2 months ago