Quentin Cappart

Polytechnique Montréal , Montreal , Canada; UCLouvain , Louvain-la-Neuve , Belgium; Mila -Québec AI Institute , Montreal , Canada

3 papers in the IJCAI proceedings

IJCAI 2026

Scaling Decision-Focused Learning to Large Problems with Lagrangian Decomposition

with Stéphane Eilles-Chan Way, Hugo Percot, Tias Guns, Louis-Martin Rousseau

doi:10.24963/ijcai.2026/247

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IJCAI 2024

MARCO: A Memory-Augmented Reinforcement Framework for Combinatorial Optimization

with Andoni I. Garmendia, Josu Ceberio, Alexander Mendiburu

doi:10.24963/ijcai.2024/766

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IJCAI 2021

Combinatorial Optimization and Reasoning with Graph Neural Networks

with Didier Chételat, Elias B. Khalil, Andrea Lodi, Christopher Morris, Petar Veličković

doi:10.24963/ijcai.2021/595

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