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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

Sheng-Dong Du

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Open access Sep 2026

GridScope: A Cloud-Edge Collaborative Framework for Robust and Efficient Power-Grid Inspection

GridScope is proposed, a cloud-edge collaborative object detection framework for power-grid inspection that integrates an SLA-aware confidence routing to adaptively coordinate local inference, cloud verification, and dual-channel response according to task priority and detection confidence.

Si-Yu Xiang, Jing-Hong Xu, Ling-Hao Zhang et al. · 0 citations
Book Open access Aug 2026

PatchCLE: Breaking the Linear Representation Bottleneck in Time Series Forecasting via Soft Contrastive Learning

A novel representation-enhanced forecasting model, termed PatchCLE (Patch Contrastive Learning Encoder), is proposed, which innovatively integrates soft contrastive learning into multivariate time series forecasting in order to improve representation quality and resolve the computational complexity challenges associate...

Meng-Sen Wu, Haochen Shi, Sheng-Dong Du et al. · 0 citations

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