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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

Zhenglin Huang

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2 papers indexed here

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Preprint Aug 2026

Lightweight Adaptive ReduNet via Hyperspherical Manifold Learning

LA-ReduNet is proposed, a lightweight adaptive architecture that refines the layer-wise update rule and enables discriminative feature representations to be obtained with substantially fewer unfolded layers, thereby reducing by an order of magnitude the number of layers required for the MCR$^2 objective to reach a stab...

Zhenglin Huang, Qi-Fa Yan, Bin Dai et al. · 0 citations
Open access Aug 2026

A nomogram model for predicting seizure control in status epilepticus: development and risk factor analysis

The proposed nomogram, constructed based on four independent risk factors, exhibits acceptable discriminative ability and clinical benefit and may facilitate the early and timely identification of high-risk patients.

Zhenglin Huang, Sheng-Gen Chen, Han-Bing Lin et al. · 0 citations

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