Author

Ziming Miao

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Book Open access Sep 2026

Wavel: A Fast and Efficient Compilation System for Wafer-Scale Accelerators

Wafer-scale accelerators offer a new scaling point for AI infrastructure, but they also create a new compilation regime: communication cost varies sharply with location, and the space of possible placements and execution schedules is enormous. Existing GPU, distributed, and vendor compilation systems largely retain a s...

Ye-Qi Huang, Cong-Jie He, Hao-Cheng Xiao et al. · Proceedings of the ACM SIGOP... · 0 citations

Preprint Aug 2026

AgentSpec: Speculative Decoding for Batch Inference of LLM Agents

Large language model (LLM)-based agent applications often incur high response time. Speculative decoding is a promising solution to improve the inference efficiency of LLM agents without impacting generation quality. However, state-of-the-art speculative decoding algorithms exhibit substantial speed degradation under l...

Xin Wang, Ziming Miao, Yi Zhu et al. · 0 citations