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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.

    222 13

  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