2 papers
q-bio.BM2025
PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation
Ziyan Wang, Zhankun Xiong, Feng Huang +1
Drug-drug interactions (DDIs) arise when multiple drugs are administered concurrently. Accurately predicting the specific mechanisms underlying DDIs (named DDI events or DDIEs) is…
cs.LG2024
Coefficient Decomposition for Spectral Graph Convolution
Feng Huang, Wen Zhang
Spectral graph convolutional network (SGCN) is a kind of graph neural networks (GNN) based on graph signal filters, and has shown compelling expressivity for modeling graph-structu…