Kunyi Fan

MGKAN: PREDICTING ASYMMETRIC DRUG-DRUG INTERACTIONS VIA A MULTIMODAL GRAPH KOLMOGOROV-ARNOLD NETWORK

Predicting drug-drug interactions (DDIs) is essential for safe pharmacological treatments. Previous graph neural network (GNN) models leverage molecular structures and interaction networks but mostly rely on linear aggregation and symmetric assumptions, limiting their ability to capture nonlinear an…