Jia-Lei Zhu

Sparsity-aware social recommendation via information graph bottleneck

With the widespread adoption of online social networks, social recommender systems have become a key paradigm for mitigating data sparsity and cold-start issues in traditional collaborative filtering. However, existing graph neural network (GNN) based recommendation models face two fundamental structural bottlenecks wh...