@article{magnettowardsadaptiveguiagentswithmemory,
  title = {MAGNET: Towards Adaptive GUI Agents with Memory-Driven Knowledge Evolution},
  author = {Libo Sun and Jiwen Zhang and Siyuan Wang and Zhongyu Wei},
  year = {2026},
  eprint = {2601.19199},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.19199},
}