@article{asymspeccontextasymmetricspeculativedeco, title = {AsymSpec: Context-Asymmetric Speculative Decoding for Agentic LLMs}, author = {Sheng Liang and Yongyue Zhang and Nathanael Brian and Hang Lv and Hao Wang and Chen Zhang and Yong Liu}, year = {2026}, eprint = {2608.26004}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.26004}, }