sxwee / GNNsIMPL
☆20Updated 2 years ago
Related projects: ⓘ
- MECCH: Metapath Context Convolution-based Heterogeneous Graph Neural Networks☆18Updated 7 months ago
- ☆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
- A Collection for HGNN (Heterogenous Graph Neural Network), including datasets, algorithms and so on.☆42Updated 4 months ago
- KDD'22☆55Updated last year
- Source code of "WWW21 - Heterogeneous Graph Neural Network via Attribute Completion"☆37Updated 3 years ago
- Implementation for the paper: Representation Learning on Knowledge Graphs for Node Importance Estimation☆32Updated last year
- codes of R-HGNN model for Heterogeneous Graph Representation Learning☆45Updated 2 years ago
- 异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch☆99Updated last year
- This repo is for source code of SDM 2023 paper "Heterogeneous Graph Contrastive Multi-view Learning".☆18Updated last year
- gnn for link prediction,图神经网络用于链接预测。☆38Updated 2 years ago
- The pytorch implementation of DCI (SIGIR2021).☆35Updated last year
- Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks☆69Updated this week
- TKDE'22-GraphCAD: https://arxiv.org/pdf/2108.07516.pdf☆30Updated last year
- ☆45Updated last year
- The implementation for DropMessage.☆34Updated last year
- [Paper][SIGIR2022] Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding☆40Updated 2 years ago
- NeurIPS 2022 - SHGP☆29Updated last year
- Pytorch implementation of Relational GCN for node classification☆63Updated last year
- Official code implementation for CIKM 21 paper Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network…☆38Updated 2 years ago
- Source code of AAAI21-Heterogeneous Graph Structure Learning for Graph Neural Networks☆112Updated 2 years ago
- Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting. SIGIR-2023☆21Updated 2 months ago
- [WWW 2022] "SimGRACE: A Simple Framework for Graph Contrastive Learning without Data Augmentation"☆76Updated 2 years ago
- An official source code for paper "Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View", accepted b…☆48Updated 9 months ago
- Heterogeneous Hypergraph Variational Autoencoder for Link Prediction (T-PAMI 2021)☆30Updated 3 years ago
- ☆29Updated last year
- Interpretable and Efficient Heterogeneous Graph Convolutional Network, IEEE TKDE 2021☆97Updated last year
- DGL Implementation of ICML 2020 Paper 'Contrastive Multi-View Representation Learning on Graphs'☆61Updated 9 months ago
- Fraud Detection, Low Homophily, Label Utilization, Graph Mining☆42Updated 8 months ago
- Author: Tong Zhao (tzhao2@nd.edu). ICML 2022. Learning from Counterfactual Links for Link Prediction☆65Updated 2 years ago