Kazunari Sugiyama

How Powerful is Graph Filtering for Recommendation

2024

It has been shown that the effectiveness of graph convolutional network (GCN) for recommendation is attributed to the spectral graph filtering. Most GCN-based methods consist of a graph filter or followed by a low-rank mapping …