Beyond Random Masking: When Dropout meets Graph Convolutional Networks

ICLR 2025 Motivation • Dropout is widely used in deep learning. • In GCNs, its mechanism and effect are still unclear. How significant is the role of it? • Does it prevent co-adaptation like in MLPs?