Lijun Dou (豆丽君)

Research Interests

Machine-learning-based Identification of Chemical Modifications of Biological Macromolecules
Data Imbalance in the Prediction of Chemical Modifications
Deep learning and Biological sequence analysis

Nov. 2019 - Present	Postdoc, University of Electronic Science and Technology of China, Chendu, China
Nov. 2019 - Present	Postdoc, Shenzhen Polytechnic, Shenzhen,China
Jul. 2019 - Oct. 2019	Visiting Scholar, University of Electronic Science and Technology of China, Chendu, China
Sep. 2014 - Jun. 2019	Ph.D in Physics, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, China
Sep. 2010 - Jun. 2014	Bachelor in Physics, Northwest Normal University, Lanzhou, China

Lijun Dou^#; Fenglong Yang^#; Lei Xu^*; Quan Zou^*; A comprehensive review of the imbalance classification of protein post-translational modifications, Briefs in Bioinformatics, 2021, DOI: 10.1093/bib/bbab089.

Lijun Dou^#; Wenyang Zhou^#; Lichao Zhang; Lei Xu^*; Ke Han^*; Accurate identification of RNA D modification using multiple features, RNA Biology, 2021, DOI: 10.1080/15476286.2021.1898160.

Lijun Dou^#; Xiaoling Li^#; Lichao Zhang; Huaikun Xiang; Lei Xu^*; iGlu_AdaBoost: Identification of Lysine Glutarylation Using AdaBoost Classifier, Journal of Proteome Research, 2021, 20: 191-201

Lijun Dou^#; Xiaoling Li^#; Hui Ding; Lei Xu^*; Huaikun Xiang^*; Prediction of m5C Modifications in RNA Sequences by Combining Multiple Sequence Features, Molecular Therapy & Nucleic Acids, 2020, 21: 332-342

Lijun Dou^#; Xiaoling Li^#; Hui Ding; Lei Xu^*; Huaikun Xiang^*; iRNA-m5C_NB: A Novel Predictor to Identify RNA 5-Methylcytosine Sites Based on the Naive Bayes Classifier, IEEE Access, 2020, 8: 84906-84917

Lijun Dou^#; Xiaoling Li^#; Hui Ding; Lei Xu^*; Huaikun Xiang^*; Is There Any Sequence Feature in the RNA Pseudouridine Modication Prediction Problem?, Molecular Therapy & Nucleic Acids, 2019, 19: 293-303

Lijun Dou; Rui Jin^*; Rui Sun; Luyou Xie; ZhongKui Huang; JiaMing Li; Xinwen Ma^*; Xiang Gao^*; Relativistic eigenchannel R-matrix studies of the strong intrashell electron correlations in highly charged Ar¹³⁺ ions, Physical Review A, 2020, 101(3): 032508

Lijun Dou; Luyou Xie^*; Zhongkui Huang; Weiqiang Wen; Denghong Zhang; Chenzhong Dong; Xinwen Ma^*, Theoretical investigation of electron-ion recombination processes of Li-like Tungsten ions, Journal of Quantitative Spectroscopy & Radiative Transfer, 2018, 220: 162-171

Lijun Dou; Luyou Xie^*; Denghong Zhang; Chenzhong Dong; Weiqiang Wen; Zhongkui Huang; XinWen Ma^*, Theoretical study of the dielectronic recombination process of Li-like Xe⁵¹⁺ ions, The European Physical Journal D, 2017, 71 (5): 128

2018-2019 National scholarships for doctoral candidates

2016-2017 Merit Student, University of Chinese Academy of Sciences

2011-2012 Model Student of Academic Records, Northwest Normal University

2011-2012 Merit Student, Northwest Normal University

Look forwards, that's the only thing you can control.