Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

awesome-attention-based-gnns

A collection of resources on attention-based graph neural networks
https://github.com/sunxiaobei/awesome-attention-based-gnns

Last synced: 3 days ago
JSON representation

  • GATs（Intra-layer）

  • Survey

    • GNN Survey

  • GRANs

    • GRU Attention

      • x
      • x
      • x - stanford/GraphRNN)
      • x
      • x
      • x

    • LSTM Attention

  • Inter-Layer GATs

    • Multi-Level Attention

    • Multi-Channel Attention

    • Multi-View Attention

    • Spatio-Temporal Attention

      • x
      • x
      • x - representation-learning-on-temporal-graphs)
      • x
      • x
      • x - gcn)
      • x
      • x

    • Time Series Attention

      • x
      • x - lab/mTAN)
      • x
      • x

  • GraphTransformers

    • Time Series Attention

Categories
GATs（Intra-layer） 170 Inter-Layer GATs 27 GraphTransformers 21 GRANs 9 Survey 2
Sub Categories
Relation-Aware Attention 65 High-Order Attention 58 Time Series Attention 25 Neighbor Attention 21 Hierarchical Attention 16 Spatio-Temporal Attention 8 Multi-View Attention 8 GRU Attention 6 Hyper-Attention 5 Multi-Level Attention 5 Attention Sampling/Pooling 5 LSTM Attention 3 GNN Survey 2 Multi-Channel Attention 2