Hierarchical Long-Term Semantic Memory for LinkedIn's Hiring Agent. - Zhentao Xu; Shangjing Zhang; Emir Poyraz; Yvonne Li; Ye Jin; Xie Lu; Xiaoyang Gu; Karthik Ramgopal; Praveen Kumar Bodigutla; Xiaofeng Wang (CoRR, 2026)