jiangnanboy / gnn4lp
gnn for link prediction,图神经网络用于链接预测。
☆42Updated 2 years ago
Alternatives and similar repositories for gnn4lp:
Users that are interested in gnn4lp are comparing it to the libraries listed below
- Some GNNs are implemented using PyG for node classification tasks, including: GCN, GraphSAGE, SGC, GAT, R-GCN and HAN (Heterogeneous Grap…☆132Updated last year
- 异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch☆105Updated 2 years ago
- ☆104Updated last year
- Source code and dataset for KDD 2020 paper "Adaptive Graph Encoder for Attributed Graph Embedding"☆113Updated last year
- Source code of AAAI21-Heterogeneous Graph Structure Learning for Graph Neural Networks☆115Updated 2 years ago
- A Collection for HGNN (Heterogenous Graph Neural Network), including datasets, algorithms and so on.☆54Updated 9 months ago
- GraphSAGE and GAT for link prediction.☆86Updated 5 years ago
- codes of R-HGNN model for Heterogeneous Graph Representation Learning☆47Updated 2 years ago
- [WWW 2021] Source code for "Graph Contrastive Learning with Adaptive Augmentation"☆168Updated 9 months ago
- gnn还附带一个kgcn☆107Updated 2 years ago
- ☆23Updated 2 years ago
- Graph model implementation☆140Updated 2 years ago
- PyTorch示例代码;复现GNN模型☆120Updated 3 years ago
- KDD'22☆59Updated 2 years ago
- Some GNNs are implemented using PyG for link prediction tasks, including: GCN, GraphSAGE, GAT, Node2Vec、RGCN、HGT and HAN, which will cont…☆56Updated last year
- Pytorch implementation of DySAT: Deep Neural Representation Learning on Dynamic Graphs via Self-Attention Networks☆86Updated 2 years ago
- Implementation of the WSDM 2021 paper "Node Similarity Preserving Graph Convolutional Networks"☆60Updated 3 years ago
- The source code of HeCo☆159Updated 2 years ago
- Heterogeneous Hypergraph Variational Autoencoder for Link Prediction (T-PAMI 2021)☆32Updated 3 years ago
- Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks☆73Updated 5 months ago
- PyTorch implementation of Deep Attention Embedding Graph Clustering (19IJCAI) https://www.ijcai.org/Proceedings/2019/0509.pdf☆111Updated 3 years ago
- The code of Graph Attention Networks for Cora, Citeseer, Pubmed and PPI☆35Updated 5 years ago
- ☆95Updated 3 years ago
- DGL Implementation of ICML 2020 Paper 'Contrastive Multi-View Representation Learning on Graphs'☆64Updated last year
- Interpretable and Efficient Heterogeneous Graph Convolutional Network, IEEE TKDE 2021☆102Updated 3 months ago
- 使用DGL和pytorch实现metapath2vec☆49Updated 3 years ago
- Code and dataset for IEEE TKDE paper "Dynamic Heterogeneous Information Network Embedding with Meta-path based Proximity"☆40Updated 4 years ago
- 图神经网络、图卷积网络、图注意力网络、图自编码 网络、时空图神经网络等论文合集。☆93Updated 11 months ago
- Pytorch implementation of Relational GCN for node classification☆72Updated last year
- Pytorch implementation of a RGCN Link Prediction Model☆245Updated 3 years ago