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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Feng Lyu

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2026

U-Auto$^{+}$: Delay-Constrained and Cost-Efficient UAV Air–Ground Network for Remote Inspection

Powerline inspection is essential for maintaining the reliability of smart grids by monitoring key components and preventing potential faults. Leveraging uncrewed aerial vehicles (UAVs) for powerline inspection offers superior flexibility and operational efficiency. However, powerlines often span remote and complex ter...

Ming-Liu Liu, Jie-Yu Zhou, Hua-Qing Wu et al. · 0 citations
#federated learning Nov 2026

FedPKD+: A Prototype-Based Framework for Efficient and Flexible Heterogeneous Federated Learning

Federated Learning (FL) enables collaborative model training across mobile and edge devices without sharing raw data, but its deployment is hindered by <italic>system heterogeneity</italic> and <italic>non-IID</italic> data. Existing FL methods either require homogeneous architectures or suffer from accuracy loss and h...

Tong Liu, Feng Lyu, Shucheng Li et al. · 0 citations
#edge computing Oct 2026

Frequency-Guided Acceleration of Diffusion-Based Interactive Denoising in Mobile Edge Networks

Artificial Intelligence-Generated Content is reshaping interactive content creation. However, provisioning diffusion-based interactive denoising services in mobile edge networks remains challenging, due to the demanding computation and communication resources. To address these challenges, in this paper, we investigate...

Yu-Xin Liang, Peng Yang, Zi-Qi Zhou et al. · 1 citation

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