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

Author

Zhiguo Shi

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2026

Fluid Antenna Enabled Low-Altitude Economy Networks via Deep Reinforcement Learning: An ISAC Design With Antenna Trajectory Optimization

The rapid development of the low-altitude economy (LAE) has fostered various aerial applications such as cargo delivery and surveillance, while imposing growing demands on integrated sensing and communications (ISAC) services in dynamic environments with moving uncrewed aerial vehicles (UAVs). However, conventional ISA...

Zhan-Xi Zhang, Cheng-Long Dou, Li-Ping Qian et al. · 0 citations
Conference Aug 2026

Training-Free Open-World Fine-Grained UAV Recognition via Structure-Semantic Prototype Augmentation

Open-world fine-grained unmanned aerial vehicle (UAV) recognition is challenging due to the simultaneous presence of subtle inter-class variations, large intra-class diversity, and previously unseen categories encountered during deployment. Existing approaches typically rely on supervised fine-tuning with extensive ann...

Zhuo-Xun Hu, Qian-Qian Yang, Zhi-Guo Shi · 0 citations
#edge computing Open access Aug 2026

DAPart: An Online DRL-based Adaptive Partition Framework for DNN Inference Acceleration and Energy Conservation in Edge Computing

An online Deep Reinforcement Learning (DRL) based adaptive partition method to dynamically determine optimal partitioning decision so as to jointly accelerate DNN inference and mitigate energy consumption is developed.

Shu-Bin Zhang, Junrong Ma, Kai-Kai Chi et al. · 0 citations

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