Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programs

Ziang Chen; Xiaohan Chen; Jialin Liu; Xinshang Wang; Wotao Yin

2025 ICML ICML 2025

Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programs

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Ziang Chen, Xiaohan Chen, Jialin Liu, Xinshang Wang, Wotao Yin

Topics

Machine Learning > Optimization & Theory > Optimization Machine Learning > Application Areas > Efficient Computing Deep Learning > Architectures > Graph Neural Networks

Keywords

message passing quadratic program optimal solution gnns feasibility mixed-integer

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