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  1. GNN-Simulation GNN-Simulation Public

    Official implementation of "Expressivity-Preserving GNN Simulation" (NeurIPS 2023)

    Python 2

  2. BasicGNNProject BasicGNNProject Public

    Starting point for GNN research projects: implementation of baseline GNNs on standard datasets together with hyperparameter tuning and evaluation.

    Python 9 1

  3. HomCountGNNs HomCountGNNs Public

    GNN implementations for "Expectation Complete Graph Representations with Homomorphisms" (ICML 2023)

    Python 1

  4. ExpressivePathGNNs ExpressivePathGNNs Public

    Official implementation of "The Expressive Power of Path based Graph Neural Networks" (ICML 2024)

    Python

  5. LCMC_Sim LCMC_Sim Public

    Liquid Crystal Monte Carlo Simulation

    C++ 3 2

  6. CellComplexesToGraphs CellComplexesToGraphs Public

    Code repository for "Reducing Learning on Cell Complexes to Graphs" (GTRL @ ICML 2022)

    Python 1