STAN: A User‑Lifecycle‑Based Multi‑Task Recommendation Model for Shopee
The article introduces STAN, a multi‑task recommendation framework that leverages user lifecycle segmentation to jointly optimize CTR, stay‑time, and CVR, detailing the business context, key challenges, solution architecture, offline and online evaluations, and future research directions.