@article{evolmemacognitivedrivenbenchmarkformulti,
  title = {EvolMem: A Cognitive-Driven Benchmark for Multi-Session Dialogue Memory},
  author = {Ye Shen and Dun Pei and Yiqiu Guo and Junying Wang and Yijin Guo and Zicheng Zhang and Qi Jia and Jun Zhou and Guangtao Zhai},
  year = {2026},
  eprint = {2601.03543},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.03543},
}