Junlin Xu

1.3k citations
54 papers · 791 · h-index 17

Impact in

Papers in

  • Molecular Biology 35
    • Machine Learning in Bioinformatics 11
    • Single-cell and spatial transcriptomics 10
    • Bioinformatics and Genomic Networks 7
    • Gene expression and cancer classification 4
    • Circular RNAs in diseases 4
  • Computational Theory and Mathematics 13
    • Computational Drug Discovery Methods 13
Co-authors
Yajie Meng (23 shared papers)Jialiang Yang (19 shared papers)Lijun Cai (7 shared papers)Xianfang Tang (12 shared papers)Wen Zhu (4 shared papers)Geng Tian (12 shared papers)Changcheng Lu (6 shared papers)Bo Liao (2 shared papers)
Journals
IEEE Access (5 papers)Journal of Chemical Information and Modeling (4 papers)Frontiers in Genetics (4 papers)Engineering Applications of Artificial Intelligence (2 papers)Frontiers in Microbiology (2 papers)
Partner nations
ChinaMacaoUnited States

In The Last Decade

Junlin Xu

49 papers receiving 785 citations

Peers

Junlin Xu
Comparison fields: 5 of 103
  • Cancer Research 199
  • Computational Theory and Mathematics 159
  • Molecular Biology 476
  • Biophysics 32
  • Artificial Intelligence 78
Replace Yajie Meng with:
Yajie Meng China
Jianbo Fu China
Yahui Long China
Xiangzheng Fu China
Minjie Mou China
Olga Zolotareva Germany
Len Trigg United States
Changcheng Lu China
Shuting Jin China
Jaegyoon Ahn South Korea
Junlin Xu relative to Yajie Meng China Yajie Meng's profile →
Citations per field
00.5×2×3.1×
Yajie Meng · 1×
Citations per year

Countries citing papers authored by Junlin Xu

Since Specialization
Citations

This map shows the geographic impact of Junlin Xu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Junlin Xu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Junlin Xu more than expected).

Fields of papers citing papers by Junlin Xu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Junlin Xu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Junlin Xu. The network helps show where Junlin Xu may publish in the future.

Co-authors

The 25 scholars most cited alongside Junlin Xu, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Junlin Xu Line = papers co-authored together Junlin Xu links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 54 papers — load more, or switch the sort, to bring in the rest.

#Work
1
CMF-Impute: an accurate imputation tool for single-cell RNA-seq data
Bioinformatics ·Junlin Xu, Lijun Cai, Bo Liao, Wen Zhu, Jialiang Yang
202085
2
Indicator Regularized Non-Negative Matrix Factorization Method-Based Drug Repurposing for COVID-19
Frontiers in Immunology ·Xianfang Tang, Lijun Cai, Yajie Meng, Junlin Xu, Changcheng Lu, Jialiang Yang
202169
3
Graph embedding and Gaussian mixture variational autoencoder network for end-to-end analysis of single-cell RNA sequencing data
Cell Reports Methods ·Junlin Xu, Jielin Xu, Yajie Meng, Changcheng Lu, Lijun Cai, Xiangxiang Zeng, Ruth Nussinov, Feixiong Cheng
202367
4
Drug repositioning based on similarity constrained probabilistic matrix factorization: COVID-19 as a case study
Applied Soft Computing ·Yajie Meng, Min Jin, Xianfang Tang, Junlin Xu
202154
5
Single-cell RNA-seq clustering: datasets, models, and algorithms
RNA Biology ·Lihong Peng, Xiongfei Tian, Geng Tian, Junlin Xu, Xin Huang, Yanbin Weng, Jialiang Yang, Liqian Zhou
202045
6
BPLLDA: Predicting lncRNA-Disease Associations Based on Simple Paths With Limited Lengths in a Heterogeneous Network
Frontiers in Genetics ·Xiaofang Xiao, Wen Zhu, Bo Liao, Junlin Xu, Changlong Gu, Binbin Ji, Yuhua Yao, Lihong Peng, Jialiang Yang
201840
7
Identifying Potential miRNAs–Disease Associations With Probability Matrix Factorization
Frontiers in Genetics ·Junlin Xu, Lijun Cai, Bo Liao, Wen Zhu, Peng Wang, Yajie Meng, Jidong Lang, Geng Tian, Jialiang Yang
201937
8
Prioritizing antiviral drugs against SARS-CoV-2 by integrating viral complete genome sequences and drug chemical structures
Scientific Reports ·Lihong Peng, Ling Shen, Junlin Xu, Xiongfei Tian, Fuxing Liu, Juanjuan Wang, Geng Tian, Jialiang Yang, Liqian Zhou
202130
9
CapsNet-LDA: predicting lncRNA-disease associations using attention mechanism and capsule network based on multi-view data
Briefings in Bioinformatics ·Zequn Zhang, Junlin Xu, Yanan Wu, Niannian Liu, Yinglong Wang, Ying Liang
202228
10
LRMCMDA: Predicting miRNA-Disease Association by Integrating Low-Rank Matrix Completion With miRNA and Disease Similarity Information
IEEE Access ·Junlin Xu, Wen Zhu, Lijun Cai, Bo Liao, Yajie Meng, Ju Xiang, Dawei Yuan, Geng Tian, Jialiang Yang
202027
11
Effect of light quality on leaf photosynthetic characteristics and fruit quality of peach (Prunus persica L. Batch)
Photosynthetica ·Biaojing Zhang, Junlin Xu, Mengya Zhou, Donghan Yan, Ruijuan Ma
201825
12
A Robust Oversampling Approach for Class Imbalance Problem with Small Disjuncts
IEEE Transactions on Knowledge and Data Engineering ·Yi Sun, Lijun Cai, Bo Liao, Wen Zhu, Junlin Xu
202222
13
Dimensionality reduction and visualization of single-cell RNA-seq data with an improved deep variational autoencoder
Briefings in Bioinformatics ·Jing Jiang, Junlin Xu, Yuansheng Liu, Bosheng Song, Xiulan Guo, Xiangxiang Zeng, Quan Zou
202320
14
Evaluating the performance of dropout imputation and clustering methods for single-cell RNA sequencing data
Computers in Biology and Medicine ·Junlin Xu, Lingyu Cui, Jujuan Zhuang, Yajie Meng, Pingping Bing, Binsheng He, Geng Tian, Choi Kwok Pui, Taoyang Wu, Bing Wang, Jialiang Yang
202220
15
A Streamlined scRNA-Seq Data Analysis Framework Based on Improved Sparse Subspace Clustering
IEEE Access ·Jujuan Zhuang, Lingyu Cui, Tianqi Qu, Changjing Ren, Junlin Xu, Tianbao Li, Geng Tian, Jialiang Yang
202119
16
Computational drug repositioning using similarity constrained weight regularization matrix factorization: A case of COVID‐19
Journal of Cellular and Molecular Medicine ·Junlin Xu, Yajie Meng, Lihong Peng, Lijun Cai, Xianfang Tang, Yuebin Liang, Geng Tian, Jialiang Yang
202216
17
Transcription of potassium transporter genes of KT/HAK/KUP family in peach seedlings and responses to abiotic stresses
Biologia Plantarum ·Zhizhong Song, Youxin Yang, R.-J. Ma, Junlin Xu, Mingliang Yu
201416
18
Drug repositioning based on tripartite cross-network embedding and graph convolutional network
Expert Systems with Applications ·Pan Zeng, Bofei Zhang, Aohang Liu, Yajie Meng, Xianfang Tang, Jialiang Yang, Junlin Xu
202413
19
Deep learning-based cell-specific gene regulatory networks inferred from single-cell multiome data
Nucleic Acids Research ·Junlin Xu, Changcheng Lu, Shuting Jin, Yajie Meng, Xiangzheng Fu, Xiangxiang Zeng, Ruth Nussinov, Feixiong Cheng
202513
20
Inferring Latent Disease-lncRNA Associations by Faster Matrix Completion on a Heterogeneous Network
Frontiers in Genetics ·Li Wen, Shulin Wang, Junlin Xu, Guo Mao, Geng Tian, Jialiang Yang
201912

About Junlin Xu

Junlin Xu is a scholar working on Molecular Biology, Computational Theory and Mathematics, Cancer Research, Infectious Diseases and Artificial Intelligence, having authored 54 papers that have together received 791 indexed citations. Recurring topics across this work include Computational Drug Discovery Methods (13 papers), Cancer-related molecular mechanisms research (12 papers), Machine Learning in Bioinformatics (11 papers), Single-cell and spatial transcriptomics (10 papers), MicroRNA in disease regulation (9 papers), Bioinformatics and Genomic Networks (7 papers), Gene expression and cancer classification (4 papers) and Circular RNAs in diseases (4 papers). The work is most often cited by research in Cancer Research (199 citations), Computational Theory and Mathematics (159 citations), Molecular Biology (476 citations), Biophysics (32 citations) and Artificial Intelligence (78 citations). Junlin Xu has collaborated with scholars based in China, Macao and United States. Frequent co-authors include Yajie Meng, Jialiang Yang, Lijun Cai, Xianfang Tang, Wen Zhu, Geng Tian, Changcheng Lu, Bo Liao, Min Jin and Lihong Peng. Their work appears in journals such as IEEE Access, Journal of Chemical Information and Modeling, Frontiers in Genetics, Engineering Applications of Artificial Intelligence and Frontiers in Microbiology.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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