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1. Autoencoder-Aided-Graph-Convolutional-Neural-Network Autoencoder-Aided-Graph-Convolutional-Neural-Network Public

   A novel architecture and training strategy for graph neural networks (GNN). The proposed architecture, named as Autoencoder-Aided GNN (AA-GNN), compresses the convolutional features at multiple hid…

   Python 9

2. awesome-topological-deep-learning awesome-topological-deep-learning Public

   A curated list of topological deep learning (TDL) resources and links.

   219 12

3. Simplicial-Attention-Networks Simplicial-Attention-Networks Public

   Official Repository for Simplicial Attention Networks

   Python 26 2

4. MaRF MaRF Public

   Official Repository for MaRF: Representing Mars as Neural Radiance Fields

   Python 20 2

5. can can Public

   Official repository for Cell Attention Networks

   Python 14 2

6. on-oversquashing on-oversquashing Public

   Official repository for On Over-Squashing in Message Passing Neural Networks (ICML 2023)

   Jupyter Notebook 14 1