@article{allmemagenticlifelongmemoryviadynamictop,
  title = {All-Mem: Agentic Lifelong Memory via Dynamic Topology Evolution},
  author = {Can Lv and Heng Chang and Shengyu Tao and Mingju Chen and Zhaoxin Fan and Ziwei Zhang and Yuchen Guo and Shiji Zhou},
  year = {2026},
  eprint = {2603.19595},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.19595},
}