Xue Xia

TransAct V2: Production System for Lifelong User Sequence Modeling at Scale

This work presents TransAct V2, a production ranking model deployed at Pinterest serving over 630 million users, that addresses challenges through a dual-path training-serving architecture with request-level deduplication and int8 quantization and provides a reproducible blueprint for practitioners building large-scale...