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Author

Jiahao Zhang

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Preprint Aug 2026

LUNAR: Benchmarking Personalized Large Language Models on UNiversal User BehAvioR Logs

LUNAR is introduced, the first benchmark for evaluating how LLMs personalize responses from longitudinal app interaction histories across universal daily-life domains, including clothing, food, housing, and mobility, and a multi-stage coarse-to-fine synthesis pipeline grounded in real-world behavioral patterns.

Jiahao Zhang, Yong-Zhi Tong, Zelin Fu et al. · 1 citation

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