Beyond Retrieval: Learning Compact User Representations for Scalable LLM Personalization

Heng Cao, Fan Zhang, Jian Yao +8

Personalizing large language models requires adapting model behavior to individual users while preserving robustness and deployment-scale efficiency. Existing approaches typically…