梁勇
近期热点
资料介绍
个人简历
Academic Qualification:Ph.D. in The Chinese University of Hong KongMaster in Xi’an Jiaotong UniversityBachelor in Xi’an Jiaotong University Teaching AreaPrinciples of databasesData warehousing and data miningDatabase programmingSpecial topics in new computer technologyWorking Experience2014-present Professor, Faculty of Information Technology, MUST2009-2014 Associate Professor, Faculty of Information Technology, MUST2007- 2009 Assitant Professor, Faculty of Information Technolgy, MUST2004- 2006 Postdoctoral Fellow, The Chinese University of Hong Kong研究领域
Artificial Intelligence, Machine Learning, Big Data, Bioinformatics""近期论文
Liang-Yong Xia, Yu-Wei Wang, De-Yu Meng, Xiao-Jun Yao, Hua Chai,Yong LiangDescriptor selection via log-sum regularization for the biological activities of chemical structureInternational Journal of Molecular Sciences; doi:10.3390/ijms19010030,2018Jing-Rong Wang, Wei-Na Gao, Rudolf Grimm, Shibo Jiang, Yong LiangA method to identify trace sulfated IgG N-glycans as biomarkers for rheumatoid arthritisNature Communacations, 2017 Hua Chai, Zi-Na Li, De-Yu Meng, Liang-Yong Xia, Yong LiangA new semi-supervised learning model combined with Cox and SP-AFT models in cancer survival analysisScientific Reports, 2017Pu-Yu Wang· Hai Zhang, Yong LiangModel selection with distributed SCAD penaltyJournal of Applied Statistics,2017Wei Qu, Yong LiangStability and convergence of the Crank-Nicolson scheme for a class of variable-coefficient tempered fractional diffusion equationsAdvances in Difference Equations, 2017Hai-Hui Huang,Yong Liang, Xiao-Ying Liu and Hui-Min LiMolecular pathway identification using a new L1/2 solver and biological network-constrained modeInternational Journal of Data Mining and Bioinformatics,2017 Hua Chai, Hai-Hui Huang, Hong-Kun Jiang, Yong Liang and Liang-Yong XiaProtein-protein interaction network construction for cancer using a new L1/2-penalized Net-SVM modelGenetics and molecular research,2016 Yong Liang, Hua Chai, Xiao-Ying Liu, Zong-Ben Xu, Hai Zhang and Kwong-Sak LeungCancer survival analysis using semi-supervised learning method based on Cox and AFT models with L1/2 regularizationBMC Med Genomics, 2016Hai-Hui Huang, Yong Liang and Xiao-Ying LiuFeature Selection and Cancer Classification via Sparse Logistic Regression with the Hybrid L1/2 +2 RegularizationPLoS ONE, 2016Hai-Hui Huang,Yong Liang and Xiao-Ying LiuNetwork-based logistic classification with an enhanced L1/2 solver reveals biomarker and subnetwork signatures for diagnosing lung cancerBioMed Research International,2015Hai-Hui Huang,Xiao-Ying Liu,Yong Liang,Hua Chai and Liang-Yong XiaIdentification of 13 blood-based gene expression signatures to accurately distinguish tuberculosis from other pulmonary diseases and healthy controlsBio-Medical Materials and Engineering, 2015Hua Chai, Yong Liang, Xiao-Ying LiuL1/2 regularization approach for survival analysis in the accelerated failure time modelComputers in Biology and Medicine, 2015 Xiao-Ying Liu, Yong Liang, Zong-Ben Xu,Hai Zhang andKwong-Sak LeungAdaptive L1/2 shooting regularization method for survival analysis using gene expression dataThe Scientific World Journal, 2014Xin-Ze Luan, Yong Liang, Cheng Liu,Kwong-Sak Leung,Tak-Ming Chan,Zong-Ben Xu,Hai ZhangA novel L1/2 regularization shooting algorithm for Cox’s proportional hazards modelSoft Computing, 2014 Ge-Jin Chu, Yong Liang, Jia-Xuan WangNovel harmonic regularization approach for variable selection in Cox's proportional hazardsComputational and Mathematical Methods in Medicine, 2014Bo-Wen Zhang, Hua Chai, Zi-Yi Yang, Yong Liang, Ge-Jin Chu, Xiao-Ying LiuApplication of L1/2 regularization logistic method in heart disease diagnosisBio-Medical Materials and Engineering, 2014 Yong Liang, Cheng Liu, Xin-Ze LuanSparse logistic regression with a L1/2 penalty for gene selection in cancer classification,BMC bioinformatics, 14:198, 2013Cheng Liu, Yong Liang, Xin-Ze Luan, Zong-Ben Xu and Hai Zhang,The L1/2 regularization method for variable selection in the Cox’s modelApplied Soft Computing, 2013 Hai Zhang, Yong Liang, Zong-Ben Xu, Xiang-Yu Chang Compressive sensing with noise based on SCAD penaltyActa Mathematica Sinica, 2013 Hai Zhang, Yong Liang, Hai-Liang Gou, Zong-Ben XuThe essential ability of sparse reconstruction of different compressive sensing strategiesScience China. Information Sciences, 2012 Hai Zhang, Zong-Ben Xu, Yao Wang, Xiang-Yu Chang, Yong LiangA sharp nonasymptotic bound and phase diagram of L1/2 regularizationActa Mathematica Sinica,2012Zong-Ben Xu, Hai Zhang, Yao Wang, Xiang-Yu Chang, Yong LiangL1/2 regularizationScience China. Information Sciences,2010Yong Liang and Kwong Sak Leung, Adaptive elitist-population based genetic algorithm formultimodal function optimization, Applied Soft Computing, Vol.11, no 1,pp. 2017-2034, 2011Yong Liang,Kwong Sak Leung and Tony S. K. Mok, Evolutionary Drug SchedulingModels with Different Toxicity Metabolism in Cancer Chemotherapy, AppliedSoft Computing, Vol.8, no 1, pp. 140-149, 2008Yong Liang, Kwong Sak Leung and Zong Ben Xu, A Novel Splicing/Decomposable BinaryEncoding and Its Operators for Genetic and Evolutionary Algorithms, AppliedMathematics and Computation,Vol. 190, pp. 887-904, 2007S. M. Tse, Yong Liang, Kwong Sak Leung, K. H. Lee and Tony S. K. Mok, A NovelMemetic Algorithm for Multiple Drugs Cancer Chemotherapy ScheduleOptimization, IEEE Transactions on Systems, Man and Cybernetics - Part B,Vol.37, no.1, pp. 84-91, 2007 Yong Liang, Kwong Sak Leung and Tony S. K. Mok, A Novel Evolutionary DrugScheduling Model in Cancer Chemotherapy, IEEE Transactions on InformationTechnology in BioMedicine, Vol. 10, no. 2, pp. 237-245, 2006Yong Liang and Kwong Sak Leung, Evolution Strategies with Exclusion-based SelectionOperators and a Fourier Series Auxiliary Function, Applied Mathematics andComputation, Vol. 174, pp. 1080-1109, 2006 相关热点