@article{evolvememselfevolvingmemoryarchitecturev,
  title = {EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents},
  author = {Jiaqi Liu and Xinyu Ye and Peng Xia and Zeyu Zheng and Cihang Xie and Mingyu Ding and Huaxiu Yao},
  year = {2026},
  eprint = {2605.13941},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.13941},
}