58 citations · 128 across the 17 of their papers we have counts for
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cs.AI2025
Behavior and Representation in Open-Weight Large Language Models for Combinatorial Optimization: From Feature Extraction to Algorithm Selection
Francesca Da Ros, Luca Di Gaspero, Kevin Roitero
Recent advances in Large Language Models (LLMs) open new perspectives for automation in optimization, yet little is known about whether their internal representations capture probl…
cs.AI2025★ 8 cited
Large Language Models for Combinatorial Optimization: A Systematic Review
Francesca Da Ros, Michael Soprano, Luca Di Gaspero +1
This systematic review explores the application of Large Language Models (LLMs) in Combinatorial Optimization (CO). We report our findings using the Preferred Reporting Items for S…