20 citations · 20 across the 2 of their papers we have counts for
3 papers
cs.AR2026
DVFS for Small Language Model Inference on Mobile Edge Devices
Jiesong Chen, Lixiang Han, Jiani Cao +2
This paper presents DVFSLM, a new dynamic voltage and frequency scaling (DVFS) design for energy-efficient inference of small language models (SLMs) on mobile edge devices. The gro…
cs.NI2024
Towards Battery-Free Wireless Sensing via Radio-Frequency Energy Harvesting
Tao Ni, Zehua Sun, Mingda Han +5
Diverse Wi-Fi-based wireless applications have been proposed, ranging from daily activity recognition to vital sign monitoring. Despite their remarkable sensing accuracy, the high…
cs.LG2024★ 20 cited
SwapNet: Efficient Swapping for DNN Inference on Edge AI Devices Beyond the Memory Budget
Kun Wang, Jiani Cao, Zimu Zhou +1
Executing deep neural networks (DNNs) on edge artificial intelligence (AI) devices enables various autonomous mobile computing applications. However, the memory budget of edge AI d…