Shichao Liu

A multimodal deep learning framework for predicting drug–drug interaction events

Yifan Deng, Xinran Xu, Yang Qiu et al. · Bioinformatics · 2020 · 406 citations

Enhancing Drug-Drug Interaction Prediction Using Deep Attention Neural Networks

Shichao Liu, Yang Zhang, Yuxin Cui et al. · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2022 · 88 citations

Drug Interactions, Substance Abuse, Graph Neural Network +13

Multi-way relation-enhanced hypergraph representation learning for anti-cancer drug synergy prediction

Xuan Liu, Congzhi Song, Shichao Liu et al. · Bioinformatics · 2022 · 83 citations

Predicting drug-drug interactions using multi-modal deep auto-encoders based network embedding and positive-unlabeled learning

Yang Zhang, Yang Qiu, Yuxin Cui et al. · Methods · 2020 · 79 citations

Drug Interactions, Drug Target, Positive-unlabeled Learning +11

Hierarchical graph representation learning for the prediction of drug-target binding affinity

Zhaoyang Chu, Feng Huang, Haitao Fu et al. · Information Sciences · 2022 · 76 citations

Drug Target, Graph Representation Learning, Machine Learning +13