UxSID: Semantic-Aware User Interests Modeling for Ultra-Long Sequence

In three linesUxSID introduces a framework for modeling ultra-long user sequences using Semantic IDs and dual-level attention. The architecture balances computational efficiency with semantic awareness, achieving state-of-the-art performance and 0.337% revenue lift in large-scale advertising A/B testing.

Summary generated by Claude — human-verified