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1. demystifyingGraphML demystifyingGraphML Public

   [ICLR 2026] Oversmoothing, “Oversquashing”, Heterophily, Long-Range, and more: Demystifying Common Beliefs in Graph Machine Learning

   Jupyter Notebook 4

2. ellisalicante/GraphRewiring-Tutorial ellisalicante/GraphRewiring-Tutorial Public

   This repository holds code and other relevant files for the Learning on Graphs 2022 (LoG) tutorial "Graph Rewiring: From Theory to Applications in Fairness"

   Jupyter Notebook 54 3

3. DiffWire DiffWire Public

   DiffWire: Inductive Graph Rewiring via the Lovász Bound. In Proceedings of the First Learning on Graphs Conference. 2022. Adrian Arnaiz-Rodriguez, Ahmed Begga, Francisco Escolano and Nuria Oliver.

   Jupyter Notebook 18

4. fair-shap fair-shap Public

   Code for "Towards Algorithmic Fairness by means of Instance-level Data Re-weighting based on Shapley Values", DMLR @ ICLR 2024

   Jupyter Notebook 3 1

5. Brain-MRI-Autoencoder Brain-MRI-Autoencoder Public

   Deep Convolutional Autoencoders for reconstructing magnetic resonance images of the healthy brain

   Jupyter Notebook 38 7

6. ellisalicante/StructuralGroupUnfairness ellisalicante/StructuralGroupUnfairness Public

   RecSys measuring group social capital and mitigating disparities by defining the information flow of the graph using effective resistance (commute times)

   Jupyter Notebook 2