[Re] Exact Combinatorial Optimization with Graph Convolutional Neural Networks

Audrey-Anne Guindon, Lourdes Crivelli

Abstract:

In this paper we reproduce and corroborate the results presented in the paper "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" submitted to the NeurIPS 2019 Conference [1]. We implement the published code, run the experiments and propose suggestions to improve the overall reproducibility of the paper. We conclude that the paper is reproducible. The code repository can be accesses through the following link:
\url{https://github.com/audreyanneguindon/NeurIPS_2019}

Track: Baseline

NeurIPS Paper Id: https://openreview.net/forum?id=r1eeCBSxUS