FingerTip 20K: A Benchmark for Proactive and Personalized Mobile LLM Agents - Yang, Qinglong; Li, Haoming; Zhao, Haotian; Yan, Xiaokai; Ding, Jingtao; Xu, Fengli; Li, Yong (International Conference on Learning Representations, 2026)