@misc{lit_2610_08820,
  title = { {Task-Oriented Key-Layer KV Communication for Efficient Latent Multi-Agent Collaboration} },
  author = {Dongsen Zhang and Peipei Li and Zekun Li and Wenjun Xu},
  year = {2026},
  note = {arXiv preprint},
  eprint = {2610.08820},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.08820}
}