Bi-Mem: Bidirectional Construction of Hierarchical Memory for Personalized LLMs via Inductive-Reflective Agents. - Wenyu Mao; Haosong Tan; Shuchang Liu; Haoyang Liu; Yifan Xu; Huaxiang Ji; Xiang Wang (CoRR, 2026)