MPool: Motif-Based Graph Pooling

no code implementations • 7 Mar 2023 • Muhammad Ifte Khairul Islam, Max Khanov, Esra Akbas

Graph Neural networks (GNNs) have recently become a powerful technique for many graph-related tasks including graph classification.

Clustering Graph Classification

Seq-HyGAN: Sequence Classification via Hypergraph Attention Network

no code implementations • 4 Mar 2023 • Khaled Mohammed Saifuddin, Corey May, Farhan Tanvir, Muhammad Ifte Khairul Islam, Esra Akbas

To address these challenges in the sequence classification problems, we propose a novel Hypergraph Attention Network model, namely Seq-HyGAN.

Anomaly Detection Classification