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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. outerplanarGNN outerplanarGNN Public

   Official implementation of "Maximally Expressive GNNs for Outerplanar Graphs" (TMLR 2024)

   Python