Graph Neural Networks as Ordering Heuristics for Parallel Graph Coloring

9 August 2024

Papers citing "Graph Neural Networks as Ordering Heuristics for Parallel Graph Coloring"

9 / 9 papers shown

Title
Graph Coloring with Physics-Inspired Graph Neural Networks M. Schuetz J. K. Brubaker Z. Zhu H. Katzgraber AI4CE 46 36 0 03 Feb 2022
Direct Mutation and Crossover in Genetic Algorithms Applied to Reinforcement Learning Tasks Tarek Faycal Claudio Zito 19 2 0 13 Jan 2022
High-Performance Parallel Graph Coloring with Strong Guarantees on Work, Depth, and Quality Maciej Besta Armon Carigiet Zur Vonarburg-Shmaria Kacper Janda Lukas Gianinazzi Torsten Hoefler 67 25 0 26 Aug 2020
Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems Henrique Lemos Marcelo O. R. Prates Pedro H. C. Avelar Luís C. Lamb GNN 57 85 0 11 Mar 2019
Fast Graph Representation Learning with PyTorch Geometric Matthias Fey J. E. Lenssen 3DH GNN 3DPC 237 4,364 0 06 Mar 2019
Coloring Big Graphs with AlphaGoZero Jiayi Huang Md. Mostofa Ali Patwary G. Diamos AI4CE GNN 64 49 0 26 Feb 2019
Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning F. Such Vashisht Madhavan Edoardo Conti Joel Lehman Kenneth O. Stanley Jeff Clune 111 693 0 18 Dec 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 514 15,319 0 07 Jun 2017
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014