The Trap of Trajectory: Towards Understanding and Mitigating Spurious Correlations in Agentic Memory. - Luoxi Tang; Rupali Rajendra Vaje; Yuqiao Meng; Sakshi Sunil Narkar; Weicheng Ma; Zeyu Ding 001; Dazheng Zhang; Zhaohan Xi (CoRR, 2026)