ki-ljl / GNNs-for-Link-Prediction
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.
☆41Updated last year
Related projects: ⓘ
- ☆93Updated 11 months ago
- Some GNNs are implemented using PyG for node classification tasks, including: GCN, GraphSAGE, SGC, GAT, R-GCN and HAN (Heterogeneous Grap…☆118Updated last year
- ☆72Updated 8 months ago
- The source code of HeCo☆155Updated 2 years ago
- [WWW 2021] Source code for "Graph Contrastive Learning with Adaptive Augmentation"☆160Updated 4 months ago
- 异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch☆99Updated last year
- code for "Self-supervised representation learning on dynamic graphs"☆26Updated 2 years ago
- ICDE2023-CLDG: Contrastive Learning on Dynamic Graphs☆14Updated 9 months ago
- Pytorch implementation of DySAT: Deep Neural Representation Learning on Dynamic Graphs via Self-Attention Networks☆80Updated 2 years ago
- A Collection for HGNN (Heterogenous Graph Neural Network), including datasets, algorithms and so on.☆42Updated 4 months ago
- PyTorch Implementation for "Deep Anomaly Detection on Attributed Networks" (SDM2019)☆70Updated 3 years ago
- Long-range Meta-path Search through Progressive Sampling on Large-scale Heterogeneous Information Networks☆10Updated 6 months ago
- Datasets-for-Heterogeneous-Graph☆124Updated 5 years ago
- Benchmark☆70Updated 5 months ago
- Fraud Detection, Low Homophily, Label Utilization, Graph Mining☆42Updated 8 months ago
- (WWW 2021) Source code of PC-GNN☆96Updated 2 years ago
- This is the official code release of the following paper: Hao Dong et al., Temporal Inductive Path Neural Network for Temporal Knowledge …☆22Updated 7 months ago
- Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting. SIGIR-2023☆21Updated 2 months ago
- ☆46Updated 2 years ago
- ☆53Updated last year
- Codes and data for KDD 2022 Research Track paper "CLARE: A Semi-supervised Community Detection Algorithm"☆29Updated last year
- An official source code for paper "Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View", accepted b…☆48Updated 9 months ago
- MECCH: Metapath Context Convolution-based Heterogeneous Graph Neural Networks☆18Updated 7 months ago
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆215Updated last month
- ☆21Updated 2 months ago
- Must-read papers on graph foundation models (GFMs)☆248Updated 2 months ago
- Heterogeneous Hypergraph Variational Autoencoder for Link Prediction (T-PAMI 2021)☆30Updated 3 years ago
- [ACM Computing Surveys'23] Implementations or refactor of some temporal link prediction/dynamic link prediction methods and summary of re…☆46Updated 8 months ago
- ☆144Updated 5 months ago
- The paper " ComGA:Community-Aware Attributed Graph Anomaly Detection" was accepted by WSDM 2022.☆35Updated last year