Adaptive Preference Arithmetic: A Personalized Agent with Adaptive Preference Arithmetic for Dynamic Preference Modeling - Nie, Hongyi; Wang, Yaqing; Zhou, Mingyang; Pan, Feiyang; Yao, Quanming; Wang, Zhen (Advances in Neural Information Processing Systems, 2025)