Xiangrui Cai

Multivariate Time Series Imputation with Generative Adversarial Networks

Yonghong Luo, Xiangrui Cai, Ying Zhang et al. · Neural Information Processing Systems · 2018 · 298 citations

Computing, Computer Science, Machine Learning +16

E²GAN: End-to-End Generative Adversarial Network for Multivariate Time Series Imputation

Yonghong Luo, Ying Zhang, Xiangrui Cai et al. · 2019 · 218 citations · Full text

Computing, Computer Science, Data Science +17

Missing value imputation in multivariate time series with end-to-end generative adversarial networks

Ying Zhang, Baohang Zhou, Xiangrui Cai et al. · Information Sciences · 2020 · 134 citations

Computing, Data Science, Mathematics +16

Accurate diagnosis of pulmonary nodules using a noninvasive DNA methylation test

Wenhua Liang, Zhiwei Chen, Caichen Li et al. · Journal of Clinical Investigation · 2021 · 115 citations · Full text

Medicine, Oncology, Radiology +14

Metapath-aggregated heterogeneous graph neural network for drug–target interaction prediction

Li Mei, Xiangrui Cai, Sihan Xu et al. · Briefings in Bioinformatics · 2023 · 70 citations · Full text

Life Sciences, Bioinformatics, Computational Biology +14