Citation

Please cite our papers if you use LightMem2 or TokenPilot in your work.

TokenPilot

@article{xu2026tokenpilot,
  title={TokenPilot: Cache-Efficient Context Management for LLM Agents},
  author={Xu, Buqiang and Xue, Zirui and Chen, Dianmou and Fu, Chenyang
          and Wu, Chiyu and Huang, Caiying and Jiang, Chen and Fang, Jizhan
          and Deng, Xinle and Chen, Yijun and others},
  journal={arXiv preprint arXiv:2606.17016},
  year={2026}
}

Links: arXiv · GitHub

LightMem

@inproceedings{fang2025lightmem,
  title={LightMem: Lightweight and Efficient Memory-Augmented Generation},
  author={Jizhan Fang and Xinle Deng and Haoming Xu and Ziyan Jiang
          and Yuqi Tang and Ziwen Xu and Shumin Deng and Yunzhi Yao
          and Mengru Wang and Shuofei Qiao and Huajun Chen and Ningyu Zhang},
  booktitle={The Fourteenth International Conference on Learning Representations},
  year={2026},
  url={https://openreview.net/forum?id=dyJ0GWpjJB}
}

Links: OpenReview

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• Home — back to the documentation
• Paper — read the TokenPilot paper