梁锡军 性别: 男民族:汉
出生日期: 1984年11月 山东省青岛市
单位: 中国石油大学（华东）理学院， 邮编: 266580
信箱: liangxijunsd@163.com
教育经历 ：
2003/9 - 2007/7，中国石油大学（华东）信息与计算科学，学士
2007/9 - 2014/3，大连理工大学 运筹学与控制论，博士(硕博连读)
工作经历：
2014/3 - 至今，中国石油大学（华东），理学院，讲师
主讲课程
* 工科高等数学(2-1,2-2). 本科基础课.
* 凸分析(Convex Analysis). 研究生专业课.
科研项目：
1.国家自然科学基金青年科学基金项目，No. **，基于串联质谱数据的多肽鉴定半监督学习并行算法研究，2016/01-2018/12,主持．
2.山东省自然科学基金培养基金项目，No. ZR2014AP004，非凸核学习算法研究及其在肽段鉴别中的应用, 2014/12-2016/12，主持．
3.国家自然科学基金面上项目，No. **，非凸特征值优化分解算法的理论与实现，2012/01-2015/12，参加．
主要研究方向:
大规模优化算法与机器学习
主要论著：
[1] Ling Jian, Zhonghang Xia, Xijun Liang, Chuanhou Gao*, Design of a multiple kernel learning algorithm for LS-SVM by convex programming, Neural Networks, 24(5): 476-483, 2011.
[2] J. Abaffy, Xijun Liang, Zunquan Xia, A modified non-simplex active-set method for the standard LP problem. PU.M.A. 23(1):1--11, 2012.
[3] Xijun Liang, Zhonghang Xia, Liwei Zhang, Fang-Xiang Wu, Modeling gene regulatory subnetworks from time course gene expression data, IEEE BIBM 2011, pp.216-221, 2011.
[4] Xijun Liang, Zhonghang Xia*, Liwei Zhang, Fang-Xiang Wu, Inference of gene regulatory subnetworks from time course gene expression data, BMC Bioinformatics, 13(Suppl. 9): S3: 1-10, 2012.
[5] Xijun Liang, Zhonghang Xia, Xinnan Niu, Andrew J. Link, Liping Pang, Fang-Xiang Wu and Hongwei Zhang, A Fuzzy Cluster-based Algorithm for Peptide Identification, IEEE, BIBMW 2012, pp.602-609, 2012.
[6] Xijun Liang, Zhonghang Xia*, Xinnan Niu, Andrew J. Link, Liping Pang, Fang-Xiang Wu and Hongwei Zhang, Peptide identification based on fuzzy classification and clustering, Proteome Science, 11(1):S10, 2013. (SCI)
[7] Yuan Lu, Liping Pang*, Xijun Liang, Zunquan Xia, An approximate decomposition algorithm for convex minimization. Journal of Computational and Applied Mathematics, 234(1):658--666, 2010.
[8] Yuan Lu, Liping Pang*, Jie Shen, Xijun Liang, A decomposition algorithm for convex nondifferentiable. minimization with errors. Journal of Applied Mathematics. doi:10.1155/2012/215160. 2012.
[9] Ming Huang, Liping Pang*, Xijun Liang, and Zunquan Xia, The space decomposition theory for a class of semi-infinite maximum eigenvalue optimizations. Abstract and Applied Analysis, Vol. 2014. ID 845017, 12 pages. 2014.
[10] Xijun Liang, Zhonghang. Xia, Xinnan. Niu, A. Link, A weighted classification model for peptide identification [C]. IEEE 4th International Conference on Computational Advances in Bio and Medical Sciences (ICCABS), pages 1-2, 2014. [11] Jie Shen*, Liping Pang, Xijun Liang and Zunquan Xia, An approximate sequential bundle method for solving a convex nondifferentiable bilevel programming problem. British Journal of Mathematics & Computer Science, 4(20): 2917-2928, 2014.
[12] Xijun Liang, Zhonghang. Xia*, Ling Jian, Xinnan. Niu, A. Link, An adaptive classification model for peptide identification [J], BMC genomics, 16(Suppl 11):S1, 2015.
[13] Xijun Liang, Zhonghang Xia, Ling Jian, Xinnan Niu, Andrew Link, An efficient ACS algorithm for classification-based peptide identificationss [C], BIBM, 2015, 2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2015, pp. 286-289.