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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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Afnan Ur Rayan

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#graph neural networks Open access Sep 2026

Certified Bounds on the Fractional Chromatic Number of Planar Graphs by Learned Subgraph Selection: code, instances and certificates

Code, instances, certificates and results for the paper "Certified Bounds on the Fractional Chromatic Number of Planar Graphs by Learned Subgraph Selection". The method computes certified lower bounds on the fractional chromatic number of planar graphs. A graph neural network ranks vertices, a small induced subgraph is...

Shamvi Md Abdullah, Md. Saidur Rahman, Afnan Ur Rayan et al. · 0 citations
#graph neural networks Open access Sep 2026

Certified Bounds on the Fractional Chromatic Number of Planar Graphs by Learned Subgraph Selection: code, instances and certificates

Code, instances, certificates and results for the paper "Certified Bounds on the Fractional Chromatic Number of Planar Graphs by Learned Subgraph Selection". The method computes certified lower bounds on the fractional chromatic number of planar graphs. A graph neural network ranks vertices, a small induced subgraph is...

Shamvi Md Abdullah, Md. Saidur Rahman, Afnan Ur Rayan et al. · 0 citations

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