@article{yang2026ramem,
  title={RaMem: Contextual Reinstatement for Long-term Agentic Memory},
  author={Yang, Wei and Kan, Bryce and Li, Shixuan and Li, Li and Qin, Yuehan and Li, Jiate and Bogdan, Paul and Thomason, Jesse},
  journal={arXiv preprint arXiv:2606.22844},
  year={2026}
}

@inproceedings{banerjee2026apexmem,
  title={APEX-MEM: Agentic Semi-Structured Memory with Temporal Reasoning for Long-Term Conversational AI},
  author={Banerjee, Pratyay and Moshtaghi, Masud and Subramanian, Shivashankar and Misra, Amita and Chadha, Ankit},
  booktitle={Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics},
  pages={16470--16489},
  year={2026},
  doi={10.18653/v1/2026.acl-long.749}
}

@article{jiang2026memcon,
  title={Memory as a Controlled Process: Learned Adaptive Memory Management for LLM Agents},
  author={Jiang, Eric Hanchen and Zhang, Zhi and Wu, Yuchen and others},
  journal={arXiv preprint arXiv:2607.13591},
  year={2026}
}

@article{patel2026supersede,
  title={Supersede: Diagnosing and Training the Memory-Update Gap in LLM Agents},
  author={Patel, Vedant},
  journal={arXiv preprint arXiv:2606.27472},
  year={2026}
}

@inproceedings{liu2026semanticxpath,
  title={Semantic XPath: Structured Agentic Memory Access for Conversational AI},
  author={Liu, Yifan Simon and Wu, Ruifan and Gallagher, Liam and Liang, Jiazhou and Toroghi, Armin and Sanner, Scott},
  booktitle={Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics: System Demonstrations},
  pages={286--296},
  year={2026},
  doi={10.18653/v1/2026.acl-demo.28}
}

@article{yu2026agenticmemory,
  title={Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents},
  author={Yu, Yi and Yao, Liuyi and Xie, Yuexiang and Tan, Qingquan and Feng, Jiaqi and Li, Yaliang and Wu, Libing},
  journal={arXiv preprint arXiv:2601.01885},
  year={2026}
}