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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

H. Lau

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Conference 2026

The Voice of the Flow: A Graph-Based Approach for Step-Wise Explanations of Constraint Satisfaction Problems

A novel framework leveraging Multi-Valued Decision Diagrams to overcome bottlenecks in constraint propagation, and utilizes the MDD’s network-flow structure to generate nested explanations that break down complex derivation steps into granular, arc-level details, revealing specifically how variable-value assignments become infeasible.

M. Nguyen, Tien Mai, H. Lau · 0 citations

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