Abel laureate Masaki Kashiwara changed how algebra meets analysis

Japanese mathematician Masaki Kashiwara wins Abel Prize for contributions to algebraic analysis and representation theory at ...
IEEE

On the Identification of Isomorphic Graphs for Graph Neural Network using Multi-graph Approach

Abstract: The Graph Isomorphism problem regained interest with the rise of Graph Neural Networks (GNN). These GNN models have limited ability to distinguish between isomorphic graphs and hence their ...
IEEE

DynKDD: Dynamic Graph-Based Network Intrusion Detection Using Graph Neural Networks

Abstract: The inability to capture the temporal dynamics of network interactions limits traditional intrusion detection systems (IDSs) in detecting sophisticated threats that evolve over time. This ...