Al Jazeera English

‘A global rupture’: Carney calls for Canada-EU unity before G7 summit

On the eve of the upcoming week’s Group of Seven (G7) meeting, Canadian Prime Minister Mark Carney has reiterated his vision of a shift away from a world order dominated by superpowers. Carney ...
IEEE

Graph Neural Networks Powered by Encoder Embedding for Improved Node Learning

Abstract: Graph neural networks (GNNs) have emerged as a powerful framework for a wide range of node-level graph learning tasks. However, their performance typically depends on random or minimally ...
note

[Secrets of Time-Saving] Cubic function graphs fit into a '2x4 rectangle'! A thorough explanation of the symmetry trick

Did you know that the 'cubic function,' which frequently appears in university entrance exam mathematics, actually hides a beautiful 'symmetry' in its graph? If you know this property, you can find ...
IEEE

Space–Frequency Cross-Attention Node Feature Optimization Graph Neural Operator for Partial Differential Equations

Abstract: Neural operators, such as graph neural operators (GNOs) and Fourier neural operators (FNOs), directly learn the mapping from any functional parametric dependence to the solution and have ...