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Leveraging hierarchy-aware diffusion model and knowledge-enhanced contrastive learning for recommendation

Kaibei Li, Yihao Zhang, Qinyang He, Xiaokang Li

2026Knowledge and Information Systems17 citationsDOI

Topics & Concepts

Computer scienceUnificationArtificial intelligenceAdaptabilityGraphNatural language processingRepresentation (politics)Constraint (computer-aided design)Filter (signal processing)Machine learningRecommender systemKnowledge representation and reasoningFeature learningNode (physics)Semantics (computer science)Language modelRecommender Systems and TechniquesAdvanced Graph Neural NetworksMachine Learning in Healthcare
Leveraging hierarchy-aware diffusion model and knowledge-enhanced contrastive learning for recommendation | Litcius