UniRec: Cross-stage Multi-Task Fusion with Preference Alignment for Cascaded Recommender Systems

Lingyuan Kong, Jiaqi Cui, Fanjiao Zeng +6

Industrial recommender systems use cascaded stages with different objectives, feature spaces, and latency constraints. Optimizing pre-ranking and ranking separately can create cros…