Junlin Xu

发表

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

Yajie Meng, Min Jin, Xianfang Tang, 2021, Applied Soft Computing.

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

Geng Tian, Jialiang Yang, Lihong Peng, 2020, RNA biology.

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

Lijun Cai, Jialiang Yang, Yajie Meng, 2021, Frontiers in Immunology.

Computational drug repositioning using similarity constrained weight regularization matrix factorization: A case of COVID‐19

Geng Tian, Jialiang Yang, Lihong Peng, 2022, Journal of cellular and molecular medicine.

Evaluating the performance of dropout imputation and clustering methods for single-cell RNA sequencing data

Taoyang Wu, Geng Tian, J. Zhuang, 2022, Comput. Biol. Medicine.

Characteristics and Sources of Air Pollution in Southern Shanxi Province

Junlin Xu, Qiangjun Liu, Suping Liang, 2022, Sustainability.

Inferring Latent MicroRNA-Disease Associations on a Gene-Mediated Tripartite Heterogeneous Multiplexing Network

Wen Li, Shulin Wang, Ju Xiang, 2022, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Graph neural network and multi-data heterogeneous networks for microbe-disease prediction

Shuaishuai Yang, Yajie Meng, Min Jin, 2022, Frontiers in Microbiology.

Prioritizing antiviral drugs against SARS-CoV-2 by integrating viral complete genome sequences and drug chemical structures

Geng Tian, Jialiang Yang, Lihong Peng, 2021, Scientific Reports.

Community Detection and Visualization in Complex Network by the Density-Canopy-Kmeans Algorithm and MDS Embedding

Bo Wang, Jialiang Yang, Ju Xiang, 2019, IEEE Access.

Drug repositioning based on the heterogeneous information fusion graph convolutional network

Xiangxiang Zeng, Xiangzheng Fu, Lijun Cai, 2021, Briefings Bioinform..

Chun Xing Li, Junlin Xu, Manzhi Li, 2022, Frontiers in Genetics.

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

Wen Zhu, Bo Liao, Lijun Cai, 2020, Bioinform..

Min Jin, Junlin Xu, Yajie Meng, 2020, IEEE Access.

LRMCMDA: Predicting miRNA-Disease Association by Integrating Low-Rank Matrix Completion With miRNA and Disease Similarity Information

Jialiang Yang, Geng Tian, Ju Xiang, 2020, IEEE Access.

Identifying Potential miRNAs–Disease Associations With Probability Matrix Factorization

Wen Zhu, Lijun Cai, Peng Wang, 2019, Front. Genet..

A weighted bilinear neural collaborative filtering approach for drug repositioning

Xiangxiang Zeng, Jialiang Yang, Yajie Meng, 2022, Briefings Bioinform..

BPLLDA: Predicting lncRNA-Disease Associations Based on Simple Paths With Limited Lengths in a Heterogeneous Network

Lihong Peng, Yuhua Yao, Junlin Xu, 2018, Front. Genet..

Inferring Latent Disease-lncRNA Associations by Faster Matrix Completion on a Heterogeneous Network

Junlin Xu, Geng Tian, Guo Mao, 2019, Front. Genet..

iEnhancer-CLA: Self-attention-based interpretable model for enhancers and their strength prediction

Xiangxiang Zeng, Xiangzheng Fu, Lijun Cai, 2021, bioRxiv.

IMDAILM: Inferring miRNA-Disease Association by Integrating lncRNA and miRNA Data

Jialiang Yang, Yuhua Yao, Bo Liao, 2020, IEEE Access.

MILNP: Plant lncRNA–miRNA Interaction Prediction Based on Improved Linear Neighborhood Similarity and Label Propagation

Xiangzheng Fu, Yifan Chen, Junlin Xu, 2022, Frontiers in Plant Science.

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

R. Nussinov, F. Cheng, Xiangxiang Zeng, 2023, Cell reports methods.

CapsNet-LDA: predicting lncRNA-disease associations using attention mechanism and capsule network based on multi-view data

Ying Liang, Zequn Zhang, Junlin Xu, 2022, Briefings Bioinform..

An Ensemble Matrix Completion Model for Predicting Potential Drugs Against SARS-CoV-2

Wen Li, Shulin Wang, Junlin Xu, 2021, Frontiers in Microbiology.

Dimensionality reduction and visualization of single-cell RNA-seq data with an improved deep variational autoencoder

Q. Zou, Xiangxiang Zeng, Yuansheng Liu, 2023, Briefings Bioinform..

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

Lijun Cai, Wen Zhu, Junlin Xu, 2020, Bioinform..

Gene Coexpression Network and Module Analysis across 52 Human Tissues

Bo Liao, Geng Tian, Xiaofei Mo, 2020, BioMed research international.

A Robust Oversampling Approach for Class Imbalance Problem With Small Disjuncts

Bo Liao, Wen Zhu, Junlin Xu, 2023, IEEE Transactions on Knowledge and Data Engineering.

Decision Boundary Computation-based Over-sampling for Imbalance Learning

Yi Sun, Lijun Cai, JunLin Xu, 2021 .

Identification of Human LncRNA-Disease Association by Fast Kernel Learning-Based Kronecker Regularized Least Squares

Shulin Wang, Jialiang Yang, Wen Li, 2020, ICIC.

A Streamlined scRNA-Seq Data Analysis Framework Based on Improved Sparse Subspace Clustering

Jialiang Yang, Geng Tian, Jujuan Zhuang, 2021, IEEE Access.

Drug repositioning based on weighted local information augmented graph neural network

Yajie Meng, Xianfang Tang, Junlin Xu, 2023, Briefings Bioinform..