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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

Vaidyanathan Peruvemba Ramaswamy

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Preprint Aug 2026

LLM-Guided Graph Generation for Structure-Based Local Improvement Methods

An automatic pipeline that is problem-agnostic to all problems in the MiniZinc format is built, finding that algorithm selection achieves a 39.6% average problem-weighted win rate against a one-shot Gurobi baseline, more than doubling the best single configuration (19.3%).

Hai Xia, Vaidyanathan Peruvemba Ramaswamy, Stefan Szeider · 0 citations

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