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Kounianhua Du

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#artificial intelligence Preprint Oct 2026

FleetPilot: Fine-Grained Steering Empowers Real-World LLM Personalization

With the rapid evolution of large language models (LLMs), there is an increasing demand for effective personalization techniques that can adapt model behavior to individual user preferences. Personalized LLMs must infer a user's query-dependent preferences from limited, heterogeneous, and evolving interaction histories...

Kounianhua Du, Jian-Xing Liu, Kang-Ning Zhang et al. · 0 citations

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