70 citations · 72 across the 2 of their papers we have counts for
2 papers
cs.IT2022★ 2 cited
Resource Allocation for Multiuser Edge Inference with Batching and Early Exiting (Extended Version)
Zhiyan Liu, Qiao Lan, Kaibin Huang
The deployment of inference services at the network edge, called edge inference, offloads computation-intensive inference tasks from mobile devices to edge servers, thereby enhanci…
eess.SP2021★ 70 cited
Deep Unsupervised Learning for Joint Antenna Selection and Hybrid Beamforming
Zhiyan Liu, Yuwen Yang, Feifei Gao +2
In this paper, we propose a novel deep unsupervised learning-based approach that jointly optimizes antenna selection and hybrid beamforming to improve the hardware and spectral eff…