Cite this paper

@article{sheng2026,
  title = {AsymSpec: Context-Asymmetric Speculative Decoding for Agentic LLMs},
  author = {Liang, Sheng and Zhang, Yongyue and Brian, Nathanael and Lv, Hang and Wang, Hao and Zhang, Chen and Liu, Yong},
  journal = {Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing},
  year = {2026},
  month = {Jan},
  doi = {10.18653/2026.emnlp-main.2311},
  url = {https://doi.org/10.18653/2026.emnlp-main.2311},
}