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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Tiankuo Yu

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Aug 2026

MobileSleepNet: A Deployment-Oriented Framework for Sleep Staging on Mobile Devices.

Accurate sleep staging is essential for both clinical diagnosis and long-term sleep monitoring. However, most existing deep learning approaches rely on large-scale architectures and server-based inference, which limits their applicability in mobile and privacy-sensitive scenarios. This study evaluates whether clinicall...

Dongdong Zhou, Zhaowen Wang, Jiacheng Zhang et al. · 0 citations
Open access 2026

Graph-Embedded En-Route Reinforcement Learning for Fine-Granularity Resource Orchestration in Computing Power Optical Networks

A Graph-Embedded En-Route Reinforcement Learning (GEERL) framework that efficiently encodes network topology into compact graph representations by exploiting topological correlations between structure and traffic patterns, enabling fast per-hop decisions without centralized planning overhead.

Tiankuo Yu, Hui Yang, Q. Yao et al. · 0 citations

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