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

Lingyuan Kong, Jiaqi Cui, Fanjiao Zeng +6

Industrial recommender systems use cascaded stages with different candidate spaces, data distributions, and latency constraints. Each stage include multi-objective prediction and m…