MS student, Tsinghua University, Tsinghua University
1 paper at NeurIPS 2025
AdaPA-Agent enhances LLM agent personalization by dynamically modeling user preference strengths via 'Adaptive Preference Arithmetic,' learning from existing interactions without extra user feedback.