Yilin Ye

Gradient Boosting Decision Tree-Based Method for Predicting Interactions Between Target Genes and Drugs

Ping Xuan, Chang Sun, Tiangang Zhang et al. · Frontiers in Genetics · 2019 · 94 citations · Full text

Graph Convolutional Autoencoder and Generative Adversarial Network-Based Method for Predicting Drug-Target Interactions

Chang Sun, Ping Xuan, Tiangang Zhang et al. · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2020 · 59 citations

Drug Target, Graph Representation Learning, Machine Learning +20

Convolutional Neural Network and Bidirectional Long Short-Term Memory-Based Method for Predicting Drug–Disease Associations

Ping Xuan, Yilin Ye, Tiangang Zhang et al. · Cells · 2019 · 54 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Let the Chart Spark: Embedding Semantic Context into Chart with Text-to-Image Generative Model

Shishi Xiao, Suizi Huang, Yue Lin et al. · IEEE Transactions on Visualization and Computer Graphics · 2023 · 35 citations

Visualization Design, Engineering, Interactive Data Exploration +17

MATHLA: a robust framework for HLA-peptide binding prediction integrating bidirectional LSTM and multiple head attention mechanism

Yilin Ye, Jian Wang, Yunwan Xu et al. · BMC Bioinformatics · 2021 · 30 citations · Full text