2026
MoToRec: Sparse-Regularized Multimodal Tokenization for Cold-Start Recommender
AAAI 2026technical
Graph neural networks (GNNs) have revolutionized recommender systems by effectively modeling complex user-item interactions, yet data sparsity and the item cold-start problem significantly impair performance, particularly for new items with limited or no interaction history. While multimodal content