Author

Shang-Cheng Jin

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Book Open access Oct 2026

When Mobile ToF Meets Micro-Vibration: Multi-Point kHz-Frequency Sensing using Laser Speckle

Sensing micro-vibration plays a critical role in diverse industrial applications, including structural health monitoring and machinery diagnostics. However, most existing vibration sensing technologies rely on physical contact with the target object or demand complex installation procedures, making them intrusive and c...

Shang-Cheng Jin, Zhi-Yuan Xie, Guo-Liang Xing et al. · Proceedings of the 32nd Annu... · 0 citations

#machine learning Preprint Sep 2026

EdgeCraft: Automated Model Crafting for Edge IoT

Machine learning (ML) increasingly powers Internet of Things (IoT) applications at the edge. Yet producing a deployable edge ML artifact for a specific scenario requires navigating a huge search space spanning data representation, model design, training on domain-specific data, and runtime customization. This workflow...

Gen Wang, Kai-Wei Liu, Lie-Kang Zeng et al. · 0 citations