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cs.LG2026
Beyond Simple Graphs: Neural Multi-Objective Routing on Multigraphs
Filip Rydin, Attila Lischka, Jiaming Wu +2
Learning-based methods for routing have gained significant attention in recent years, both in single-objective and multi-objective contexts. Yet, existing methods are unsuitable fo…
cs.LG2025
A GREAT Architecture for Edge-Based Graph Problems Like TSP
Attila Lischka, Filip Rydin, Jiaming Wu +2
In the last years, an increasing number of learning-based approaches have been proposed to tackle combinatorial optimization problems such as routing problems. Many of these approa…