Junlin Xu

Indicator Regularized Non-Negative Matrix Factorization Method-Based Drug Repurposing for COVID-19

Xianfang Tang, Lijun Cai, Yajie Meng et al. · Frontiers in Immunology · 2021 · 140 citations · Full text

Life Sciences, Bioinformatics, Infectious Diseases +14

CMF-Impute: an accurate imputation tool for single-cell RNA-seq data

Junlin Xu, Lijun Cai, Bo Liao et al. · Bioinformatics · 2020 · 108 citations

Life Sciences, Bioinformatics, Biostatistics +14

Graph embedding and Gaussian mixture variational autoencoder network for end-to-end analysis of single-cell RNA sequencing data

Junlin Xu, Jielin Xu, Yajie Meng et al. · Cell Reports Methods · 2023 · 95 citations · Full text

Life Sciences, Bioinformatics, Cell Biology +17

Drug repositioning based on similarity constrained probabilistic matrix factorization: COVID-19 as a case study

Yajie Meng, Min Jin, Xianfang Tang et al. · Applied Soft Computing · 2021 · 81 citations · Full text

Pharmacy, Bioinformatics, Pharmacology +13

Single-cell RNA-seq clustering: datasets, models, and algorithms

Lihong Peng, Xiongfei Tian, Geng Tian et al. · RNA Biology · 2020 · 75 citations · Full text

Life Sciences, Bioinformatics, Cell Biology +17