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

Author

Jinkai Zheng

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3 papers indexed here

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Conference Aug 2026

MAWA: A Morality-Aware Warning-Audit Mechanism for Free-Riding Deterrence in DTN Pub-Sub Systems

Digital Twin Network (DTN) publish/subscribe (pub/sub) systems face a fundamental data-quality free-riding problem. While high-quality data benefits all participants, individual Digital Representatives (DRs) incur private costs for sensing, verification, and timely reporting, creating incentives to publish low-quality...

Jia-Chang Zhang, Jinkai Zheng, T. Luan et al. · 0 citations
Conference Aug 2026

Saliency-Aware Edge-Based 3D Gaussian Splatting for Immersive Video Streaming

3D Gaussian Splatting (3DGS) enables high-quality and efficient novel-view rendering, making it a promising representation for immersive scene streaming. However, supporting interactive 3DGS viewing on lightweight clients over wireless edge networks remains challenging, as view-dependent rendering workload, video encod...

Di-Hao Hu, Jinkai Zheng, T. Luan et al. · 0 citations
2026

Sem-DRL: Network-Aware Continuous Reinforcement Learning for Malicious Semantic Routing in 6G Networks

The evolution of 6G networks from bit-oriented transmission to semantic communication renders communication systems vulnerable to emerging security threats targeting information interpretation, specifically semantic distortion. Consequently, identifying critical attack paths is essential for understanding and mitigatin...

Pengyu Chen, Yuehan Dong, Yalun Wu et al. · 0 citations

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