GSPRec: On Improving Item Representations in Graph Signal Processing for Collaborative Filtering

Ahmad Bin Rabiah, Julian McAuley

Graph-based collaborative filtering methods act as low-pass filters in the spectral domain and discard the intermediate-frequency components where community-level user preferences…