Feiyang Pan

Principal Researcher, Huawei Technologies Ltd.

1 paper at NeurIPS 2025

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Poster Session 5

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Adaptive Preference Arithmetic: A Personalized Agent with Adaptive Preference Arithmetic for Dynamic Preference Modeling

#1909 · Hongyi Nie, Yaqing Wang, Mingyang Zhou, Feiyang Pan, Quanming Yao, Zhen Wang

AdaPA-Agent enhances LLM agent personalization by dynamically modeling user preference strengths via 'Adaptive Preference Arithmetic,' learning from existing interactions without extra user feedback.