| Brad McDanel

Speculative Decoding and Beyond: An In-Depth Review of Techniques

Yunhai Hu, Zining Liu, Zhenyuan Dong, Tianfan Peng, Bradley McDanel, and Sai Qian Zhang EMNLP Findings, 2025. preprint

a diagram of a computer system

PipeSpec: Breaking Stage Dependencies in Hierarchical LLM Decoding

Bradley McDanel, Sai Qian Zhang, Yunhai Hu, Zining Liu ACL Findings, 2025. preprint code

a series of diagrams showing different types of circuiting

AMUSD: Asynchronous Multi-Device Speculative Decoding for LLM Acceleration

Bradley McDanel IEEE International Symposium on Circuits and Systems (ISCAS), 2025. preprint paper code