Abstract: In network trace-based protocol reverse engineering, multi-sequence alignment and sequence clustering algorithms are commonly used for message analysis. However, these approaches primarily ...

Abstract: This study introduces Starformer, a hybrid model combining Graph Neural Networks (GNNs) with a novel Series-Core Fusion (SC-Fusion) mechanism for urban traffic prediction. By leveraging GNNs ...