Xiangrong Liu

deepDR: a network-based deep learning approach to<i>in silico</i>drug repositioning

Xiangxiang Zeng, Siyi Zhu, Xiangrong Liu et al. · Bioinformatics · 2019 · 500 citations · Full text

One-Dimensional CNN-Based Intelligent Recognition of Vibrations in Pipeline Monitoring With DAS

Huijuan Wu, Jiping Chen, Xiangrong Liu et al. · Journal of Lightwave Technology · 2019 · 237 citations

Geometric Learning, Convolutional Neural Network, Engineering +21

Sequence clustering in bioinformatics: an empirical study

Quan Zou, Gang Lin, Xingpeng Jiang et al. · Briefings in Bioinformatics · 2018 · 228 citations

Cluster Computing, Engineering, Software Tools +23

Application of deep learning methods in biological networks

Shuting Jin, Xiangxiang Zeng, Feng Xia et al. · Briefings in Bioinformatics · 2020 · 211 citations

Systems Biology, Deep Neural Networks, Machine Learning +13

Identifying enhancer–promoter interactions with neural network based on pre-trained DNA vectors and attention mechanism

Zengyan Hong, Xiangxiang Zeng, Leyi Wei et al. · Bioinformatics · 2019 · 183 citations · Full text