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1. Graph-Neural-Networks-With-Heterophily Graph-Neural-Networks-With-Heterophily Public

   This repository contains the resources on graph neural network (GNN) considering heterophily.

   236 21

2. GANI GANI Public

   The relevant codes for "GANI: Global Attacks on Graph Neural Networks via Imperceptible Node Injections".

   Python 12

3. multi-objective-attack-power-grid multi-objective-attack-power-grid Public

   The relevant codes of our work "Revealing Structural and Functional Vulnerability of Power Grids to Cascading Failures".

   Python 22 1

4. Cascading-failure-learning Cascading-failure-learning Public

   The relevant data and codes of our ISCAS2022 work "Predicting Onset Time of Cascading Failure in Power Systems Using A Neural Network-based Classifier".

   Python 16

5. Impact-analysis-of-network-structures Impact-analysis-of-network-structures Public

   The relevant data and codes of our ISCAS2023 work "Impact of Structure of Network Based Data on Performance of Graph Neural Networks".

   Python 4

6. Impact-of-heterophilic-designs Impact-of-heterophilic-designs Public

   The relevant codes for "What Contributes More to the Robustness of Heterophilic Graph Neural Networks?".

   Python