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

Author

Sicheng Zhang

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3 papers indexed here

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Conference Aug 2026

Wavelet-Conditioned Diffusion-Based Adversarial Defense for Automatic Modulation Classification

Automatic Modulation Classification (AMC) is a challenging task in cognitive radio. With the rapid development of deep learning, its powerful feature extraction capability has shown great advantages in AMC. However, deep learning-based modulation classification models are vulnerable to adversarial attacks due to their...

Yu-Xiang Yao, Yan-Die Yang, Qing-Ling Liu et al. · 0 citations
Conference Aug 2026

AIS Trajectory-Based Semi-SupervisedVessel Type Recognition via Entropy-Guided Adaptive Thresholding and Contrastive Feature Alignment

Accurate vessel type recognition from Auto-matic Identification System (AIS) data is critical for mar-itime traffic management, anomaly detection, and security monitoring. While AIS trajectories encode rich kinematic information, the scarcity of annotated samples poses a major bottleneck for purely supervised approache...

Shihao Wang, Yun Lin, Jie Liu et al. · 0 citations
Conference Aug 2026

Robust Joint Sensing and Task Inference for Resource-Constrained IoT Agents

Reliable intelligent sensing over bandwidthlimited and noise-impaired wireless links is a key challenge for resource-constrained Internet-of-Things (IoT) agents. Existing semantic communication methods mainly optimize either image reconstruction or task inference, which limits their use in joint sensing scenarios under...

Jie Liu, Yun Lin, Shihao Wang et al. · 0 citations

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