Author

Fangtong Zhou

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#machine learning Mar 2025

Traffic Engineering in Large-Scale Networks With Generalizable Graph Neural Networks

TELGEN is a novel TE algorithm that learns to solve TE problems efficiently in large-scale network scenarios, while achieving superior generalizability across diverse network conditions and shows less than 3% optimality gap while ensuring feasibility in all testing scenarios.

Fangtong Zhou, Sihao Liu, Xiaorui Liu et al. · IEEE Transactions on Network... · 1 citation