2 papers
cs.AI2026
DDIAgents: Mechanism-Conditioned Context Flow for Drug-Drug Interaction Prediction
Zhenqian Shen, Yu Liu, Xiaoyi Fu +1
Drug-drug interaction (DDI) prediction is essential for medication safety, yet it requires reasoning over heterogeneous biomedical evidence whose relevance changes across interacti…
cs.LG2024
Loss-aware Curriculum Learning for Heterogeneous Graph Neural Networks
Zhen Hao Wong, Hansi Yang, Xiaoyi Fu +1
Heterogeneous Graph Neural Networks (HGNNs) are a class of deep learning models designed specifically for heterogeneous graphs, which are graphs that contain different types of nod…