Junfeng Xia

4.2k citations

132 papers · 3.3k · h-index 30

Impact in

Molecular Biology top 5%
- Machine Learning in Bioinformatics
- Bioinformatics and Genomic Networks
- Protein Structure and Dynamics
- Melanoma and MAPK Pathways
Cancer Research top 5%
- Cancer Genomics and Diagnostics

Papers in

Molecular Biology 85
- Machine Learning in Bioinformatics 35
- Bioinformatics and Genomic Networks 27
- Single-cell and spatial transcriptomics 8
- Protein Structure and Dynamics 8
- Gene expression and cancer classification 5
Cancer Research 26
- Cancer Genomics and Diagnostics 20

Co-authors: Chun-Hou Zheng (39 shared papers)Zhongming Zhao (11 shared papers)Yannan Bin (22 shared papers)De-Shuang Huang (5 shared papers)Bing Wang (4 shared papers)Yingke Lei (2 shared papers)Zhu‐Hong You (3 shared papers)Lin Zhu (1 shared paper)
Journals: Briefings in Bioinformatics (17 papers)BMC Bioinformatics (10 papers)IEEE Transactions on Computational Biology and Bioinformatics (6 papers)IEEE Journal of Biomedical and Health Informatics (5 papers)Oncotarget (4 papers)
Partner nations: China United States Australia

In The Last Decade

Junfeng Xia

118 papers receiving 3.2k citations

Peers

Replace Yongchun Zuo with:

Yongchun Zuo China

Liang Cheng China

Oana M. Enache United States

Yu‐An Huang China

Lorenz Wernisch United Kingdom

Sun Kim South Korea

Marco Chierici Italy

Daniele Peluso Italy

Žiga Avsec Germany

Xun Lan China

Junfeng Xia relative to Yongchun Zuo China Yongchun Zuo's profile →

Citations per field

00.5×2×2.9×

Yongchun Zuo · 1×

×1.1 2k/2k

MB

×1.8 379/216

CR

×2.9 294/103

CTM

×1.8 296/164

GENET

×0.8 62/77

MICRO

Citations per year

'16

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Countries citing papers authored by Junfeng Xia

Since Specialization

Citations

This map shows the geographic impact of Junfeng Xia'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 Junfeng Xia with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Junfeng Xia more than expected).

Fields of papers citing papers by Junfeng Xia

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Junfeng Xia. 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 Junfeng Xia. The network helps show where Junfeng Xia may publish in the future.

Co-authors

The 25 scholars most cited alongside Junfeng Xia, 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 Junfeng Xia Line = papers co-authored together Junfeng Xia links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 132 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Prediction of protein-protein interactions from amino acid sequences with ensemble extreme learning machines and principal component analysis BMC Bioinformatics ·Zhu‐Hong You, Yingke Lei, Lin Zhu, Junfeng Xia, Bing Wang	2013	253
2	BRAF L597 Mutations in Melanoma Are Associated with Sensitivity to MEK Inhibitors Cancer Discovery ·Kimberly Brown Dahlman, Junfeng Xia, Katherine E. Hutchinson, Charles Ng, Donald Hucks, Peilin Jia, Mohammad S. Atefi, Zengliu Su	2012	176
3	APIS: accurate prediction of hot spots in protein interfaces by combining protrusion index with solvent accessibility BMC Bioinformatics ·Junfeng Xia, Xing-Ming Zhao, Jiangning Song, De-Shuang Huang	2010	162
4	Automatic classification for field crop insects via multiple-task sparse representation and multiple-kernel learning Computers and Electronics in Agriculture ·Chengjun Xie, Jie Zhang, Jinyan Li, Peilin Hong, Junfeng Xia, Peng Chen +1 other	2015	151
5	Prediction of Protein-Protein Interactions from Protein Sequence Using Local Descriptors Protein and Peptide Letters ·Lei Yang, Junfeng Xia, Jie Gui	2010	145
6	Sequence-Based Prediction of Protein-Protein Interactions by Means of Rotation Forest and Autocorrelation Descriptor Protein and Peptide Letters ·Junfeng Xia, Kyungsook Han, De-Shuang Huang	2009	126
7	Investigating the relationship of DNA methylation with mutation rate and allele frequency in the human genome BMC Genomics ·Junfeng Xia, Leng Han, Zhongming Zhao	2012	96
8	Application of next generation sequencing to human gene fusion detection: computational tools, features and perspectives Briefings in Bioinformatics ·Qingguo Wang, Junfeng Xia, Peilin Jia, William J. Pao, Zhongming Zhao	2012	92
9	MET Exon 14 Skipping in Non-Small Cell Lung Cancer The Oncologist ·Rebecca Suk Heist, Hyo Sup Shim, Shalini Gingipally, Mari A. Mino-Kenudson, Long P. Le, Justin F. Gainor, Zongli Zheng, Martin J. Aryee	2016	90
10	BBPpred: Sequence-Based Prediction of Blood-Brain Barrier Peptides with Feature Representation Learning and Logistic Regression Journal of Chemical Information and Modeling ·Ruyu Dai, Wei Zhang, Wending Tang, Evelien Wynendaele, Qizhi Zhu, Yannan Bin, Junfeng Xia +1 other	2021	85
11	Identifying multi-functional bioactive peptide functions using multi-label deep learning Briefings in Bioinformatics ·Wending Tang, Ruyu Dai, Wenhui Yan, Wei Zhang, Yannan Bin, Enhua Xia, Junfeng Xia	2021	83
12	A Meta-analysis of Somatic Mutations from Next Generation Sequencing of 241 Melanomas: A Road Map for the Study of Genes with Potential Clinical Relevance Molecular Cancer Therapeutics ·Junfeng Xia, Peilin Jia, Katherine E. Hutchinson, Kimberly Brown Dahlman, Douglas Buckner Johnson, Jeffrey Alan Sosman, William J. Pao, Zhongming Zhao	2014	78
13	Predicting protein–protein interactions from protein sequences using meta predictor Amino Acids ·Junfeng Xia, Xing‐Ming Zhao, De-Shuang Huang	2010	73
14	Predicting protein–protein interactions from sequence using correlation coefficient and high-quality interaction dataset Amino Acids ·Junfeng Xia, Xueling Li, De-Shuang Huang +1 other	2009	71
15	GAERF: predicting lncRNA-disease associations by graph auto-encoder and random forest Briefings in Bioinformatics ·Qing-Wen Wu, Junfeng Xia, Jiancheng Ni, Chun-Hou Zheng	2020	68
16	Comparison and integration of computational methods for deleterious synonymous mutation prediction Briefings in Bioinformatics ·Na Cheng, Menglu Li, Le Zhao, Bo Zhang, Yuhua Yang, Chun-Hou Zheng, Junfeng Xia	2019	63
17	Prediction of circRNA-disease associations based on inductive matrix completion BMC Medical Genomics ·Menglu Li, Mengya Liu, Yannan Bin, Junfeng Xia	2020	62
18	Prediction of Neuropeptides from Sequence Information Using Ensemble Classifier and Hybrid Features Journal of Proteome Research ·Yannan Bin, Zhang We, Wending Tang, Ruyu Dai, Menglu Li, Qizhi Zhu, Junfeng Xia	2020	61
19	A Deep Learning-Based Method for Identification of Bacteriophage-Host Interaction IEEE Transactions on Computational Biology and Bioinformatics ·Menglu Li, Yanan Wang, Fuyi Li, Yun Zhao, Mengya Liu, Sijia Zhang, Yannan Bin, A. Ian Smith	2020	61
20	Functional complementation between transcriptional methylation regulation and post-transcriptional microRNA regulation in the human genome BMC Genomics ·Zhixi Su, Junfeng Xia, Zhongming Zhao	2011	50

About Junfeng Xia

Junfeng Xia is a scholar working on Molecular Biology, Cancer Research, Genetics, Computational Theory and Mathematics and Reproductive Medicine, having authored 132 papers that have together received 3.3k indexed citations. Recurring topics across this work include Machine Learning in Bioinformatics (35 papers), Bioinformatics and Genomic Networks (27 papers), Cancer Genomics and Diagnostics (20 papers), Genomics and Rare Diseases (19 papers), Computational Drug Discovery Methods (9 papers), Single-cell and spatial transcriptomics (8 papers), Protein Structure and Dynamics (8 papers) and Gene expression and cancer classification (5 papers). The work is most often cited by research in Molecular Biology (2k citations), Cancer Research (379 citations), Computational Theory and Mathematics (294 citations), Genetics (296 citations) and Microbiology (62 citations). Junfeng Xia has collaborated with scholars based in China, United States and Australia. Frequent co-authors include Chun-Hou Zheng, Zhongming Zhao, Yannan Bin, De-Shuang Huang, Bing Wang, Yingke Lei, Zhu‐Hong You, Lin Zhu, Jie Gui and Peilin Jia. Their work appears in journals such as Briefings in Bioinformatics, BMC Bioinformatics, IEEE Transactions on Computational Biology and Bioinformatics, IEEE Journal of Biomedical and Health Informatics and Oncotarget.

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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