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20222026
most citedQuery Timing Analysis for Content-based Wake-up Realizing Informative IoT Data Collection

9 citations · 26 across the 16 of their papers we have counts for

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cs.NI2026

Energy-Efficient Timely Relevant IoT Data Retrieval with Wireless Memory Approximation

Junya Shiraishi, Zihang Song, Morten Andersen +1

Collecting relevant data from Internet of Things devices under freshness and energy constraints is a key challenge in 6G edge networks. A lightweight neural network on the device f…

cs.LG2026

Online Continual Learning for Anomaly Detection in IoT under Data Distribution Shifts

Matea Marinova, Shashi Raj Pandey, Junya Shiraishi +3

In this work, we present OCLADS, a novel communication framework with continual learning (CL) for Internet of Things (IoT) anomaly detection (AD) when operating in non-stationary e…