Distributed Constrained Combinatorial Optimization leveraging Hypergraph Neural Networks

15 November 2023

Papers citing "Distributed Constrained Combinatorial Optimization leveraging Hypergraph Neural Networks"

6 / 6 papers shown

Title
HyperSAT: Unsupervised Hypergraph Neural Networks for Weighted MaxSAT Problems Qiyue Chen Shaolin Tan Suixiang Gao Jinhu Lü GNN NAI 44 0 0 16 Apr 2025
Neural topology optimization: the good, the bad, and the ugly Suryanarayanan Manoj Sanu Alejandro M. Aragon Miguel A. Bessa 16 2 0 19 Jul 2024
A Unified Framework for Combinatorial Optimization Based on Graph Neural Networks Yaochu Jin Xueming Yan Shiqing Liu Xiangyu Wang 37 3 0 19 Jun 2024
Graph-SCP: Accelerating Set Cover Problems with Graph Neural Networks Zohair Shafi Benjamin A. Miller Tina Eliassi-Rad R. Caceres 11 1 0 12 Oct 2023
An Overview and Experimental Study of Learning-based Optimization Algorithms for Vehicle Routing Problem Bingjie Li Guohua Wu Yongming He Mingfeng Fan Witold Pedrycz 64 67 0 15 Jul 2021
Solving Mixed Integer Programs Using Neural Networks Vinod Nair Sergey Bartunov Felix Gimeno Ingrid von Glehn Pawel Lichocki ... Pushmeet Kohli Ira Ktena Yujia Li Oriol Vinyals Yori Zwols 107 238 0 23 Dec 2020