Adaptive Initial Residual Connections for GNNs with Theoretical Guarantees

Mohammad Shirzadi, Ali Safarpoor Dehkordi, Ahad N. Zehmakan

Message passing is the core operation in graph neural networks, where each node updates its embeddings by aggregating information from its neighbors. However, in deep architectures…