Abstract: Class imbalance in graph neural networks (GNNs) poses a significant challenge for node classification tasks, often resulting in poor performance on minority classes due to the ...

Abstract: Automatic modulation classification (AMC) plays a pivotal role in radar and communication systems. Traditional AMC methods assume an equal number of samples for each modulation during ...