Privacy-Preserving Real-Time Human Activity Recognition Using On-Device Small Language Models. - Minhyoung An; Wataru Sasaki; Yuto Shimmyo; Keiichi Yasumoto (UbiComp Companion, 2025)

Toward Semantically Aligned and Energy-Efficient On-Device Contextual Inference in Real-World Environments. - Minhyoung An; Wataru Sasaki; Hirohiko Suwa; Keiichi Yasumoto (ICDCN Companion, 2026)