【摘要】 对近年来基于图神经网络的DDI预测方法的研究进展进行了总结，包括DDI预测的定义和分类、基于图神经网络模型的DDI预测方法的步骤、常用的数据集和评价指标以及未来的研究方向和应用前景等。对当前存在的问题，如模型可解释性进行了探讨，并对未来的研究方向例如多模态信息融合等进行了展望。更多还原

【Abstract】 This paper summarizes the research progress of DDI prediction methods based on graph neural network in recent years, including the definition and classification of DDI prediction, the steps of DDI prediction method based on graph neural network model, commonly used data sets and evaluation indicators, as well as the future research direction and application prospect.The existing problems, such as model interpretability, are discussed, and the future research directions such as multi-modal information fusion are prospected.更多还原