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1. GNN-Simulation GNN-Simulation Public

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

   Python 2

2. ExpressivePathGNNs ExpressivePathGNNs Public

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

   Python

3. HomCountGNNs HomCountGNNs Public

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

   Python 1

4. outerplanarGNN outerplanarGNN Public

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

   Python

5. LCMC_Sim LCMC_Sim Public

   Liquid Crystal Monte Carlo Simulation

   C++ 3 2

6. 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