Homophily-aware Supervised Contrastive Counterfactual Augmented Fair Graph Neural Network

This research introduces a novel two-phase training strategy to mitigate bias in Graph Neural Networks by editing graph homophily and optimizing contrastive ...

Level: advanced

By Mahdi Tavassoli Kejani, Fadi Dornaika, Charlotte Laclau, Jean-Michel Loubes

Category: research