闫军 - 中国农业大学

个人简介

教育经历 2016.09.01-2020.06.15，农学博士学位，中国农业大学，作物遗传育种 2008.09.01-2011.06.22，理学硕士学位，清华大学，海洋生物学 2004.09.01-2008.07.01，理学学士学位，中国农业大学，生物科学工作经历 2022.08.12，中国农业大学农学院 2020.10.22-2022.08.02，中国农业大学农学院

研究领域

主要从事植物基因组学与生物信息学研究。通过机器学习和人工智能等技术，开展玉米全基因组选择模型和智能设计育种模型研究、进行大规模种质资源基因挖掘和调控模式研究、开发新型多组学数据生物信息学分析算法和工具

近期论文

查看导师最新文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Yan J, Wang X. Machine learning bridges omics sciences and plant breeding. Trends in Plant Science, 2023, 28(2): 199-210. Yan J, Wang X. Unsupervised and semi-supervised learning: the next frontier in machine learning for plant systems biology. Plant Journal, 2022,111: 1527-1538. Liu S, Xu F, Xu Y, Wang Q, Yan J, Wang J, Wang X, Wang X. MODAS: exploring maize germplasm with multi-omics data association studies. Science Bulletin, 2022, 67(9): 903-906. Yan J, Xu Y, Cheng Q, Jiang S, Xiao Y, Ma C, Yan J B, Wang X. LightGBM: Accelerated genomically designed crop breeding through ensemble learning. Genome Biology, 2021, 22(1): 1-24. Xiao Y, Jiang S, Cheng Q, Wang X, Yan J, Zhang R, Qiao F, Ma C, Luo J, Li W, Liu H, Yang W, Song W, Meng Y, Warburton M L, Zhao J, Wang X, Yan J B. The genetic mechanism of heterosis utilization in maize improvement. Genome Biology, 2021, 22(1): 1-29. Yang C, Yan J, Jiang S, Li X, Min H, Wang X, Hao D. Resequencing 250 soybean accessions: new insights into genes associated with agronomic traits and genetic networks. Genomics, Proteomics & Bioinformatics, 2021. Yan J, Zhai H, Zhu L, Sa S, Ding X. obaDIA: one-step biological analysis pipeline for data-independent acquisition and other quantitative proteomics data. Bioinformatics, 2021, 37(14): 2066-2067. Yan J, Zou D, Li C, Zhang Z, Song S, Wang X. SR4R: An integrative SNP resource for genomic breeding and population research in rice. Genomics, Proteomics & Bioinformatics. 2020, 18(2): 173–185. Jiang S, Cheng Q, Yan J, Fu R, Wang X. Genome optimization for improvement of maize breeding. Theoretical and Applied Genetics, 2020, 133:1491–1502. Liang P, Liu S, Xu F, Jiang S, Yan J, He Q, Liu W, Lin C, Zheng F, Wang X, Miao W. Powdery mildews are characterized by contracted carbohydrate metabolism and diverse effectors to adapt to obligate biotrophic lifestyle.Frontiers in Microbiology, 2018, 9:3160. He L, Fu S, Xu Z, Yan J, Xu J, Zhou H, Zhou J, Chen X, Li Y, Au K F, Yao H. Hybrid sequencing of full-length cDNA transcripts of stems and leaves in Dendrobium officinale. Genes, 2017, 8(10):257. Yan J, Lv S, Hu M, Gao Z, He H, Ma Q, Deng X W, Zhu Z, Wang X. Single-molecule sequencing assists genome assembly improvement and structural variation inference. Molecular Plant, 2016, 9(7): 1085–1087. Li A, Liu D, Wu J, Zhao X, Hao M, Geng S,Yan J, Jiang X, Zhang L, Wu J, Yin L, Zhang R, Wu L, Zheng Y, Mao L. mRNA and small RNA transcriptomes reveal insights into dynamic homoeolog regulation of allopolyploid heterosis in nascent hexaploid wheat. Plant Cell, 2014, 26(5): 1878–1900. Yan J, Cai Z. Molecular evolution and functional divergence of the cytochrome P450 3(CYP3) family inActinopterygii (ray-finned fish). PLoS ONE, 2010, 5(12): 1–10.