Fahad Alghannam

Topology-Guided Multi-Level Graph Learning: A Unified Framework for Molecular Property Prediction

Accurate molecular property prediction underpins progress in drug discovery, medicinal chemistry, and molecular design and depends critically on the quality of the learned molecular representations. While Graph Neural Networks (GNNs) and Graph Transformers have advanced this field considerably, most existing approaches...