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

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Hao-Fei Wang

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Open access Sep 2026

Deep Reinforcement Learning for Semantic Secure Energy Efficiency Optimization in IRS-Assisted UAV Communications

The integration of semantic communication with unmanned aerial vehicles (UAVs) and intelligent reflecting surfaces (IRSs) offers a promising approach for next-generation wireless systems. However, jointly optimizing semantic reliability, physical-layer security, and energy efficiency remains challenging. This paper inv...

Xiang Ji, Shuo Sun, Hao-Fei Wang et al. · 0 citations
Open access Sep 2026

C2fDeploy: Function-Preserving Graph Rewriting to Eliminate Runtime Split Overhead on FPGA Deep Learning Processing Units

Efficient deployment of neural-network detectors on field-programmable gate array (FPGA) accelerators depends not only on model complexity but also on compiler-visible graph structure. On deep learning processing unit (DPU) platforms, unsupported operators can fragment execution between accelerator and host execution d...

Xiang Ji, Shuai Hu, Hao-Fei Wang et al. · 0 citations

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