daiquocnguyen / QGNN
Quaternion Graph Neural Networks (ACML 2021) (Pytorch and Tensorflow)
☆49Updated 3 years ago
Alternatives and similar repositories for QGNN:
Users that are interested in QGNN are comparing it to the libraries listed below
- From Random Walks to Transformer for Learning Node Embeddings (ECML-PKDD 2020) (In Pytorch and Tensorflow)☆42Updated 3 years ago
- QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings (TheWebConf WWW 2022) (Pytorch)☆38Updated 3 years ago
- Graph Neural Networks for Knowledge Graph Link Prediction (WSDM 2022) (Pytorch)☆58Updated 3 years ago
- A Capsule Network-based Model for Learning Node Embeddings (CIKM 2020)☆24Updated 4 years ago
- The code for our ICLR paper: StructPool: Structured Graph Pooling via Conditional Random Fields☆58Updated 4 years ago
- code for the paper in NeurIPS 2019☆40Updated 2 years ago
- Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022☆252Updated 3 years ago
- A PyTorch implementation of the Relational Graph Convolutional Network (RGCN).☆122Updated 3 years ago
- ☆155Updated 3 years ago
- Neo-GNNs: Neighborhood Overlap-aware Graph Neural Networks for Link Prediction☆38Updated 2 years ago
- Variational Graph Recurrent Neural Networks - PyTorch☆116Updated 4 years ago
- Official PyTorch implementation of "Towards Deeper Graph Neural Networks" [KDD2020]☆69Updated 2 years ago
- AAAI 2020 - ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations☆100Updated 4 years ago
- NeurIPS 2019: HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs☆194Updated 4 years ago
- Gradient gating (ICLR 2023)☆53Updated last year
- Code for "Understanding Pooling in Graph Neural Networks" (TNNLS 2022).☆61Updated 2 years ago
- Code for "Weisfeiler and Leman go sparse: Towards higher-order graph embeddings"☆22Updated 3 years ago
- Hypergraph representation learning: Hypergraph Networks with Hyperedge Neurons.☆41Updated 4 years ago
- ☆48Updated 2 years ago
- Adaptive Propagation Graph Convolutional Network☆23Updated 4 years ago
- Official Pytorch Implementation of GraphiT☆108Updated 3 years ago
- SIGN: Scalable Inception Graph Network☆96Updated 4 years ago
- Official Code Repository for the paper "Edge Representation Learning with Hypergraphs" (NeurIPS 2021)☆53Updated last year
- ☆62Updated 4 years ago
- Source code for our AAAI paper "Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks".☆187Updated 3 years ago
- An PyTorch implementation of graph neural networks (GCN, GraphSAGE and GAT) that can be simply imported and used.☆61Updated 4 years ago
- Curvature Graph Network☆20Updated 4 years ago
- ☆30Updated last year
- ☆52Updated 5 years ago
- A pytorch implemention of GCN-GAN for temporal link prediction.☆103Updated 5 years ago