Samar Hadou

Unrolled Graph Neural Networks for Constrained Optimization

2026

In this paper, we unroll the dynamics of the dual ascent (DA) algorithm in two coupled graph neural networks (GNNs) to solve constrained optimization problems. The two networks interact with each other at the layer …