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

Author

Xin Xie

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3 papers indexed here

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Open access Sep 2026

TSGen: A Framework for Indoor Trajectory-Semantic Data Synthesis

Smart homes are evolving from passive response to proactive service, where understanding the semantic information in user trajectories is essential. However, existing tracking systems output only sparse location sequences, insufficient for higher-level semantic reasoning. The core bottleneck lies in the lack of large-s...

Rui-Kai Chu, Qi-Xuan Cai, Yi-Ping Yan et al. · 0 citations
Nov 2026

A Semantics-Driven Approach for Safe and Reliable Obstacle Avoidance of UAVs

Autonomous obstacle avoidance for UAVs in complex low-altitude dynamic environments remains challenging due to the dual difficulties of perception ambiguity and the absence of semantic risk assessment. Existing geometric-based approaches fail to distinguish the potential risks of heterogeneous obstacles, while the inst...

Zhong-Yuan Shi, Zi-Tong Zhao, Yi-Yang Yu et al. · 0 citations
#edge computing Oct 2026

Synchronization-Free Backdoor Attacks on Edge-Deployed Neural Network for IoT Systems

Deep Neural Networks integrated into sensor-driven embedded systems have become fundamental to edge computing applications. While Inertial Measurement Units (IMUs) are ubiquitous in these architectures due to their cost-efficiency, the reliance on data-driven models expands the attack surface of the embedded computing...

Bing Zhang, Lei Xie, Kai-Xuan Zhang et al. · 0 citations

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