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cs.LG2025
Cross-View Topology-Aware Graph Representation Learning
Ahmet Sami Korkmaz, Selim Coskunuzer, Md Joshem Uddin
Graph classification has gained significant attention due to its applications in chemistry, social networks, and bioinformatics. While Graph Neural Networks (GNNs) effectively capt…
cs.LG2025
T3former: Temporal Graph Classification with Topological Machine Learning
Md. Joshem Uddin, Soham Changani, Baris Coskunuzer
Temporal graph classification plays a critical role in applications such as cybersecurity, brain connectivity analysis, social dynamics, and traffic monitoring. Despite its signifi…