IEEE transactions on neural networks and learning systems
Diffusion-Augmented Graph Contrastive Learning for Knowledge-Aware Recommendation.
Jing Zhang, Xiaoqian Jiang, Youxuan Wang, Shunmeng Meng, Cangqi Zhou
Published: 202510.1109/TNNLS.2025.3646605
Abstract
Knowledge graph (KG) contrastive learning (CL) has garnered significant attention in the realm of recommendation systems. However, existing models often employ random masking for graph enhancement, which can introduce sampling bias and impede interpr…
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