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.
☆63Updated 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:
- Some GNNs are implemented using PyG for node classification tasks, including: GCN, GraphSAGE, SGC, GAT, R-GCN and HAN (Heterogeneous Grap…☆135Updated 2 years ago
- ☆114Updated last year
- ☆80Updated 7 months ago
- [ACM Computing Surveys'23] Implementations or refactor of some temporal link prediction/dynamic link prediction methods and summary of re…☆56Updated 7 months ago
- Code & data for AAAI'23 Oral paper "Heterogeneous Graph Masked Autoencoders".☆62Updated 2 years ago
- A Collection for HGNN (Heterogenous Graph Neural Network), including datasets, algorithms and so on.☆58Updated last year
- Pytorch implementation of DySAT: Deep Neural Representation Learning on Dynamic Graphs via Self-Attention Networks☆92Updated 3 years ago
- KDD'22☆64Updated 2 years ago
- Heterogeneous Hypergraph Variational Autoencoder for Link Prediction (T-PAMI 2021)☆32Updated 3 years ago
- MECCH: Metapath Context Convolution-based Heterogeneous Graph Neural Networks☆21Updated last year
- The source code of HeCo☆166Updated 3 years ago
- A Survey of Learning from Graphs with Heterophily☆142Updated 4 months ago
- Awesome literature on imbalanced learning on graphs☆76Updated 9 months ago
- ☆17Updated 3 years ago
- An official source code for paper "Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View", accepted b…☆59Updated last year
- Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks☆75Updated 9 months ago
- Graph model implementation☆142Updated 3 years ago
- Python 3 supported version for DySAT☆12Updated 2 years ago
- 异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch☆111Updated 2 years ago
- A list of recent papers about Link Prediction.☆92Updated 2 weeks ago
- (WWW 2021) Source code of PC-GNN☆104Updated 3 years ago
- gnn for link prediction,图神经网络用于链接预测。☆47Updated 2 years ago
- Multi-level Graph Convolutional Networks for Cross-platform Anchor Link Prediction. KDD2020☆30Updated 4 years ago
- [WWW 2021] Source code for "Graph Contrastive Learning with Adaptive Augmentation"☆171Updated last year
- Codes and data for KDD 2022 Research Track paper "CLARE: A Semi-supervised Community Detection Algorithm"☆36Updated last year
- This is the official code release of the following paper: Hao Dong et al., Temporal Inductive Path Neural Network for Temporal Knowledge …☆28Updated last year
- LHGNN: Link Prediction on Latent Heterogeneous Graphs☆10Updated 2 years ago
- code for "Self-supervised representation learning on dynamic graphs"☆26Updated 3 years ago
- The pytorch implementation of DCI (SIGIR2021).☆34Updated 2 years ago
- "GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection" in NeurIPS 2023☆124Updated last year