ZHAO, Y. 2026. Energy-Efficient Lightweight Edge Inference via MOSI-AirComp: Over-the-Air Convolution and Communication-Aware Dual-Branch Training. EAI Endorsed Transactions on Scalable Information Systems. 12, 11 (Jun. 2026). DOI:https://doi.org/10.4108/eetsis.12310.