← Search

Leyan Deng

2 accepted papers

2022

Graph Convolution Network based Recommender Systems: Learning Guarantee and Item Mixture Powered Strategy

NeurIPS 2022accept

Inspired by their powerful representation ability on graph-structured data, Graph Convolution Networks (GCNs) have been widely applied to recommender systems, and have shown superior performance. Despite their empirical success, there is a lack of theoretical explorations such as generalization prop…

Cited by 19SourcePDFScholar