Debiasing Message Passing to Mitigate Popularity Bias in GNN-based Collaborative Filtering

Md Aminul Islam, Ahmed Sayeed Faruk, Sourav Medya +1

Collaborative filtering (CF) models based on graph neural networks (GNNs) achieve strong performance in recommender systems by propagating user-item signals over interaction graphs…