2026
CAFU: Constrained Alignment and Filtered Uniformity for Denoising Recommendation
AAAI 2026technical
In recommender systems, recent advances highlight the critical role of alignment and uniformity (AU) in representation learning. Specifically, AU-based methods pull positive user-item pairs closer (alignment) and spread the overall representation distribution (uniformity), typically relying on obser