jiangnanboy / gnn4lp
gnn for link prediction，图神经网络用于链接预测。
☆38Updated 2 years ago
Related projects: ⓘ
- Some GNNs are implemented using PyG for node classification tasks, including: GCN, GraphSAGE, SGC, GAT, R-GCN and HAN (Heterogeneous Grap…☆118Updated last year
- 异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch☆99Updated last year
- Source code and dataset for KDD 2020 paper "Adaptive Graph Encoder for Attributed Graph Embedding"☆109Updated last year
- ☆20Updated 2 years ago
- ☆93Updated 11 months ago
- PyTorch示例代码；复现GNN模型☆111Updated 2 years ago
- Pytorch implementation of DySAT: Deep Neural Representation Learning on Dynamic Graphs via Self-Attention Networks☆80Updated 2 years ago
- Graph model implementation☆133Updated 2 years ago
- GraphSAGE and GAT for link prediction.☆81Updated 5 years ago
- A Collection for HGNN (Heterogenous Graph Neural Network), including datasets, algorithms and so on.☆42Updated 4 months ago
- 这是GraphSAGE模型在Cora、Citeseer、Pubmed数据集上的复现代码。语言：PyTorch☆25Updated 3 years ago
- PyG implementation of GCN (Semi-Supervised Classification with Graph Convolutional Networks, ICLR 2017).Datasets: CiteSeer, Cora, PubMed,…☆62Updated last year
- Source code of AAAI21-Heterogeneous Graph Structure Learning for Graph Neural Networks☆112Updated 2 years ago
- gnn还附带一个kgcn☆101Updated 2 years ago
- Interpretable and Efficient Heterogeneous Graph Convolutional Network, IEEE TKDE 2021☆97Updated last year
- PyTorch implementation of Deep Attention Embedding Graph Clustering (19IJCAI) https://www.ijcai.org/Proceedings/2019/0509.pdf☆105Updated 3 years ago
- Some GNNs are implemented using PyG for link prediction tasks, including: GCN, GraphSAGE, GAT, Node2Vec、RGCN、HGT and HAN, which will cont…☆41Updated last year
- Heterogeneous Hypergraph Variational Autoencoder for Link Prediction (T-PAMI 2021)☆30Updated 3 years ago
- ☆65Updated 2 years ago
- The code of Graph Attention Networks for Cora, Citeseer, Pubmed and PPI☆35Updated 5 years ago
- KDD'22☆55Updated last year
- A Graph Auto-Encoder Model for MiRNA-Disease Associations Prediction☆23Updated last year
- Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks☆69Updated this week
- 使用DGL和pytorch实现metapath2vec☆47Updated 3 years ago
- Datasets-for-Heterogeneous-Graph☆124Updated 5 years ago
- DGL Implementation of ICML 2020 Paper 'Contrastive Multi-View Representation Learning on Graphs'☆61Updated 9 months ago
- codes of R-HGNN model for Heterogeneous Graph Representation Learning☆45Updated 2 years ago
- GNN方法和模型的Pytorch实现。Pytorch implementation of GNN.☆73Updated 3 years ago
- The source code of HeCo☆155Updated 2 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。☆89Updated 6 months ago