Industrial recommendation systems serve billions of users through a multi-stage funnel -- retrieval, early-stage ranking, and re-ranking -- where the final re-ranking step disproportionately shapes user engagement and downstream performance, particularly for carousel and grid dis…
Diabetes mellitus is regarded as a primary driver of global morbidity and mortality, characterized by profound metabolic heterogeneity that eludes conventional, standardized treatment protocols. Traditional care models, heavily anchored on periodic glycated hemoglobin measurement…