Learning How and What to Memorize: Cognition-Inspired Two-Stage Optimization for Evolving Memory. - Derong Xu; Shuochen Liu; Pengfei Luo; Pengyue Jia; Yingyi Zhang 001; Yi Wen; 0001 Yimin Deng; Wenlin Zhang 001; Enhong Chen; Xiangyu Zhao 001; Tong Xu 001 (ACL (1), 2026)