Congzhi Song

Transcriptomic and Metabolomic Studies Disclose Key Metabolism Pathways Contributing to Well-maintained Photosynthesis under the Drought and the Consequent Drought-Tolerance in Rice

Xiaosong Ma, Hui Xia, Yunhua Liu et al. · Frontiers in Plant Science · 2016 · 164 citations · Full text

GraphCDR: a graph neural network method with contrastive learning for cancer drug response prediction

Xuan Liu, Congzhi Song, Feng Huang et al. · Briefings in Bioinformatics · 2021 · 106 citations

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

MiRNA-Drug Resistance Association Prediction Through the Attentive Multimodal Graph Convolutional Network

Yanqing Niu, Congzhi Song, Yuchong Gong et al. · Frontiers in Pharmacology · 2022 · 23 citations · Full text

Engineering, Machine Learning, Network Analysis +17

Multi-view Contrastive Learning Hypergraph Neural Network for Drug-Microbe-Disease Association Prediction

L. Liu, Feng Huang, Xuan Liu et al. · 2023 · 19 citations · Full text