@article{beyondstaticsummarizationproactivememory,
  title = {Beyond Static Summarization: Proactive Memory Extraction for LLM Agents},
  author = {Chengyuan Yang and Zequn Sun and Wei Wei and Wei Hu},
  year = {2026},
  eprint = {2601.04463},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.04463},
}