Graph Neural Network

Unifying Spectral and Spatial Graph Neural Networks
Unifying Spectral and Spatial Graph Neural Networks

Explore state-of-the-art GNNs and present a comprehensive framework that bridges the spatial and spectral domains, clarifying their interrelationship

Oct 21, 2024

Network Interdiction Goes Neural
Network Interdiction Goes Neural

Solving Network Interdiction Problems with Graph Neural Networks

Apr 7, 2024

Infinitely Deep Graph Transformation Networks
Infinitely Deep Graph Transformation Networks

Deep Equilibrium Model for Node-Edge Co-Evolution Graph Neural Network

Dec 12, 2023