GAS: Large-scale Heterogeneous Personalization in Social Network Applications at Meta

ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2025

In this paper, we introduce the Generalized Auto Segmentation (GAS), an end-to-end, cross-domain personalization platform developed at Meta. GAS is designed to optimize personalization policies for online experiments, operating independently of any specific server infrastructure.