Junyu Niu

Dual-graph co-representation learning for knowledge-Graph Enhanced Recommendation

Knowledge graphs can help improve the performance of recommender systems by mitigating sparsity and cold-start problems. However, existing approaches usually suffer from problems of domain distribution matching and cycle consistency for co-representation learning, as the representations of items fro…