Exploring the Power of Graph Neural Networks in Solving Linear Optimization Problems

16 October 2023

Papers citing "Exploring the Power of Graph Neural Networks in Solving Linear Optimization Problems"

6 / 6 papers shown

Title
Towards graph neural networks for provably solving convex optimization problems Chendi Qian Christopher Morris 52 0 0 04 Feb 2025
Dual Interior Point Optimization Learning Michael Klamkin Mathieu Tanneau Pascal Van Hentenryck 30 2 0 04 Feb 2024
Exact Combinatorial Optimization with Temporo-Attentional Graph Neural Networks M. Seyfi Amin Banitalebi-Dehkordi Zirui Zhou Yong Zhang 49 4 0 23 Nov 2023
On Representing Linear Programs by Graph Neural Networks Ziang Chen Jialin Liu Xinshang Wang Jian Lu W. Yin AI4CE 60 31 0 25 Sep 2022
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 124 244 0 23 Dec 2020
Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello Hieu H. Pham Quoc V. Le Mohammad Norouzi Samy Bengio 71 1,456 0 29 Nov 2016