@article{dualspecacceleratingdeepresearchagentsvi,
  title = {DualSpec: Accelerating Deep Research Agents via Dual-Process Action Speculation},
  author = {Shuzhang Zhong and Baotong Lu and Qi Chen and Chuanjie Liu and Fan Yang and Meng Li},
  year = {2026},
  eprint = {2603.07416},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.07416},
}