Expressive Power

Artificial Intelligence Machine Learning

Towards Principled Graph Transformers

root January 20, 2024 0

The article ‘Towards Principled Graph Transformers’ discusses the expressive power of graph learning architectures, particularly the Edge Transformer, within the Weisfeiler Leman (k-WL) hierarchy. The study highlights the Edge Transformer’s…

Artificial Intelligence Machine Learning

On the Expressive Power of Graph Neural Networks

root January 4, 2024 0

The study explores the expressive power of Graph Neural Networks (GNNs) and their application in fields like social science, chemistry, and medicine. The authors examine the theoretical properties of GNNs,…

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Expressive Power

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