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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

Jun-Nan Hu

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2 papers indexed here

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Preprint Sep 2026

Error Analysis for Solving Elliptic Interface Problems with Randomized Neural Networks

This paper presents a unified error analysis of randomized neural networks (RaNNs) for elliptic interface problems. We first derive an integral representation of Barron functions using the standard $\tanh$ activation, which yields a $C^2$-approximation bound valid for any hidden-parameter distribution supported on a cu...

Jun-Nan Hu, Si-Di Wu · 0 citations
Open access Aug 2026

ENAS-BASED YOLOv8 IMPROVEMENT WITH JOINT STRUCTURE AND LOSS SEARCH FOR CORN SEEDLING AND WEED DETECTION

Corn seedling and weed detection during the 2–5-leaf stage is essential for precision weeding, but similar morphology, field background interference, and the accuracy-efficiency trade-off limit the practical use of lightweight detectors. To address these problems, this study proposes Corn-Weed-ENAS, an improved YOLOv8-...

Jun-Nan Hu, Han-Yang Wang, Yong-Cai Ma et al. · 0 citations

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