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Mar 14, 2019 · Artificial Intelligence

Unveiling Graph Neural Networks: Core Structures and Their Evolution

This article introduces the fundamental architecture of Graph Neural Networks, traces their evolution from early 2005 concepts through spatial and spectral models, explains why GNNs are gaining attention, and poses key questions about graph spectrum, Fourier transforms, and spectral‑domain graph convolutions.