2025
SRA-CL: Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation
NeurIPS 2025poster
Contrastive learning has shown effectiveness in improving sequential recommendation models. However, existing methods still face challenges in generating high-quality contrastive pairs: they either rely on random perturbations that corrupt user preference patterns or depend on sparse collaborative d…