yangxia605 / GCN
运用图卷积网络对节点分类
☆10Updated 5 years ago
Alternatives and similar repositories for GCN:
Users that are interested in GCN are comparing it to the libraries listed below
- ☆24Updated 2 years ago
- 异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch☆111Updated 2 years ago
- Some GNNs are implemented using PyG for node classification tasks, including: GCN, GraphSAGE, SGC, GAT, R-GCN and HAN (Heterogeneous Grap…☆134Updated last year
- ☆111Updated last year
- A Collection for HGNN (Heterogenous Graph Neural Network), including datasets, algorithms and so on.☆55Updated 11 months ago
- Graph model implementation☆141Updated 2 years ago
- gnn for link prediction，图神经网络用于链接预测。☆45Updated 2 years ago
- Code of GAMLP for Open Graph Benchmark. KDD‘22☆61Updated 2 years ago
- Pytorch implementation of Relational GCN for node classification☆75Updated last year
- A pytorch implementation of graph transformer for node classification☆30Updated last year
- PyTorch示例代码；复现GNN模型☆124Updated 3 years ago
- ☆28Updated 6 months ago
- KDD'22☆61Updated 2 years ago
- codes of LEGNN for Semi-supervised Node Classification☆12Updated 2 years ago
- [WWW 2021] Source code for "Graph Contrastive Learning with Adaptive Augmentation"☆170Updated last year
- Source code of "WWW21 - Heterogeneous Graph Neural Network via Attribute Completion"☆37Updated 4 years ago
- TKDE'22-GraphCAD: https://arxiv.org/pdf/2108.07516.pdf☆31Updated 2 years ago
- NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs☆122Updated last year
- Implementation for the paper: Representation Learning on Knowledge Graphs for Node Importance Estimation☆37Updated 2 years ago
- Source code of AAAI21-Heterogeneous Graph Structure Learning for Graph Neural Networks☆116Updated 2 years ago
- Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks☆75Updated 7 months ago
- The implementation for DropMessage.☆37Updated 2 years ago
- ☆32Updated last year
- DGL Implementation of ICML 2020 Paper 'Contrastive Multi-View Representation Learning on Graphs'☆64Updated last year
- Codes and data for KDD 2022 Research Track paper "CLARE: A Semi-supervised Community Detection Algorithm"☆34Updated last year
- 这是GraphSAGE模型在Cora、Citeseer、Pubmed数据集上的复现代码。语言：PyTorch☆26Updated 4 years ago
- Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting. SIGIR-2023☆31Updated 3 months ago
- Source code and dataset for KDD 2020 paper "Adaptive Graph Encoder for Attributed Graph Embedding"☆113Updated last year
- An official source code for paper "Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View", accepted b…☆56Updated last year
- Code for Neurips2021 Paper "Topology-Imbalance Learning for Semi-Supervised Node Classification".☆55Updated 3 years ago