Author

Xin Wang

The Ohio State University

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Preprint Aug 2026

AgentSpec: Speculative Decoding for Batch Inference of LLM Agents

This work proposes AgentSpec, a speculative decoding algorithm that addresses the limitations of existing methods for LLM agents and incorporates structure-isolated drafting that constrains speculation to semantically coherent segments of the agent workflow, reducing the drafts of irrelevant semantic paths and achievin...

Xin Wang, Zi-Ming Miao, Yi Zhu et al. · 1 citation