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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

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Seonggil Lee

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#graph neural networks Open access Oct 2026

Non-Commutative Rough Network Economics and Computational Dynamics (NC-RNET): Superseding Finite Graphs via Graphon Operator Theory, Variational Inequalities, and Neural Operator Approximations

Traditional network economics relying on finite graphs and spectral linearizations fails to scale in large-scale heterogeneous limits, while computational economics faces severe curses of dimensionality and approximation disconnects. This paper establishes Non-Commutative Rough Network Economics and Computational Dynam...

Seonggil Lee · 0 citations

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