已发表论文
[1]刘元宁,常亚萍,李誌,张浩,田明尧,针对H1N1病毒的多特征siRNA设计研究,吉林大学学报（工学版）, 2010.05, Vol.40,No.3,p776-781. (EI检索号： 20102312987649，他引次数：2)
[2]LIU Yuan-ning,YAN Wen ,ZHANG Hao ,LI ZHI,LU Hui-jun ,Prediction of miRNA based on miRNA Biogenesis using one-class SVM,CHEMICAL JOURNAL OF CHINESE UNIVERSITIES， 2010.09,Vol.26,No.5,p803-809. (SCI检索号： 672WU ，他引次数：1)
[3]李誌(学生第1),刘元宁,武泽旭,常亚萍,何飞,徐宝林,张浩,基于动态算法的序列分析,吉林大学学报(信息学版),2010.01,Vol.28, No.1, p41-46.（他引次数：1）
[4]王俊勇，张长海，刘元宁(通讯作者)，朱晓冬，何飞，基于ROI归一化手段的ICA/PCA虹膜识别方法，吉林大学学报（理学版），2010.09，Vol.48, No.5, p793-798.（他引次数：1）
[5]Gang Wang(学生第一), Yuan-ning Liu, Hui-ling Chen, Xiao-dong Zhu, Xiao-kui Li, A Hybrid IFGPS Approach for Gene Selection, 2010 3rd International Conference on Computer and Electrical Engineering(ICCEE 2010), Chengdu,China, Nov.16-18, 2010, Ei
[6]Gang Wang(学生第一), Yuan-ning Liu, Xiao-dong Zhu, Hui-ling Chen, Zhen Liu，A new fuzzy adaptive multi-population genetic algorithm based spam filtering method，The 2nd International Conference on Information Engineering and Computer Science (ICIECS2010)，Wuhan，China，Dec.25-26, 2010，Ei，http://www.iciecs.org/（EI检索号：20110813673807，他引次数：1）
[7]董浩(学生第一)，刘元宁，分子动力学模拟研究A1408G突变对核糖体 16S rRNA片段的影响, 高等化学学报（中文版），2010.09, Vol.31, No.9, p1815-1819
[8]刘元宁，董浩，张浩，李誌,马尔可夫链在RNA二级结构预测中的应用 吉林大学学报（工学版）,2010.09,Vol.40,No.1, p324-327 (EI检索号：20104613383720)
[9]Jun Yu, Changhai Zhang, Yuanning Liu(通讯作者), Xin Li，Simulating the Folding Pathway of RNA Secondary Structure Using the Modified Ant Colony Algorithm，Journal of Bionic Engineering，Vol.7，NO.4，December 2010，p382-389
[10]刘元宁，胡宗星，朱晓冬，何飞，基于轮廓跟踪的虹膜定位算法，吉林大学学报（理学版），2011.02，Vol.49, No.2, p273-278.（他引次数：4）
[11]Yuanning Liu, Hao Dong, Hao Zhang, Gang Wang, Zhi Li and Huiling Chen, Prediction of RNA Secondary Structure Based on Particle Swarm Optimization, CHEMICAL RESEARCH IN CHINESE UNIVERSITES, 2011(1) 27(1): 108-112.(SCI检索号：727TN，他引次数：1)
[12]王刚, 刘元宁, 陈慧灵, 董浩, 朱晓东. 粗糙集与支持向量机在肝炎诊断中的应用, 吉林大学学报（工学版）, 2011(1),.41(1): 160-164.(EI检索号：20110813693177，他引次数：7)
[13]Yuanning Liu, Gang Wang, Hui-ling Chen, Hao Dong, Xiao-dong Zhu. An improved particle swarm optimization for feature selection, Journal of Bionic Engineering，JOURNAL OF BIONIC ENGINEERING 2011(6)，Vol. 8 No. 2 pp: 191-200 ( EI检索号：20112414062865，他引次数：24)
[14]刘元宁，王刚，赵正东，陈慧灵，朱晓冬，基于自适应多种群遗传算法的特征选择，吉林大学学报（工学版），2011(11) Vol. 41 (6): 1690-1693
[15]王刚，刘元宁，张晓旭，赵正东，朱晓冬，刘震，基于模糊自适应粒子群的垃圾邮件过滤方法，吉林大学学报（工学版），2011(5) Vol. 41 (03): 716-720（EI检索号：20112013990688，他引次数：3）
[16]Yuan-ning Liu, Gang Wang, Hui-ling Chen, Zheng-dong Zhao, Xiao-dong Zhu, Zhen Liu, An adaptive fuzzy ant colony optimization for feature selection, Journal of Computational Information Systems, 2011(4)，7（4）：1206-1213. (EI检索号：20111913971951，他引次数：4)
[17]Yang Jieming， Liu Yuanning， Liu Zhen ， Zhu Xiaodong，Zhang Xiaoxu，A new feature selection algorithm based on binomial hypothesis testing for spam filtering, KNOWLEDGE-BASED SYSTEMS , 2011(8),24(6):904-914 . （SCI检索号：785JH，他引次数：9）
[18]Chen Ying， Liu Yuanning， Liu Jing， He Fei，Design of PDM multi-version management model based on polychromatic sets theory， Advanced Materials Research, 2011，vol. 271-273, p 28-33.
[19]He Fei, Liu Yuanning, Liu Jing, Chen Ying, Workflow model design based on N-tree for process management in PDM, Advanced Materials Research, 2011,vol. 268-270, p 76-81.
[20]余军, 张长海, 张浩, 赵冠男, 刘元宁, 基于茎区的动态规划算法的核糖核酸二级结构预测，吉林大学学报(工学版)，2011(3) Vol. 41 (02): 452-457. (EI检索号：20112914166256，他引次数：1)
[21]刘元宁，李鑫，张浩，沈廷杰，李誌，田明尧，鲁会军，调控流感病毒基因片段的人编码microRNA的新方法，吉林大学学报(工学版)， 2011(11) Vol. 41 (6): 1704-1708
[22]徐宝林, 于大川, 高冬, 张浩, 刘元宁， siRNA序列特征的RNA干扰效率预测的新方法，吉林大学学报(信息版)， 2011(9) Vol. 29 (5): 436-443（他引次数：2）
[23]李誌, 刘元宁(第一作者), 张浩,沈廷杰,李杰,翟洪亮；基于动态规划 RNA二级结构的比较研究，吉林大学学报（工学版）2011年 9月 第41卷 增刊2
[24]孙凤芳， 朱晓冬， 刘元宁（通讯作者），张晓旭， 张巍， 李为韬， 李鑫，一种Personality_OCC情感建模的新方法，吉林大学学报（理学版），2012.01，Vol.50, No.1, p106-110(他引次数：1)
[25]刘元宁； 沈廷杰； 张浩； 李鑫； 魏庆凯； 赫羽喆； microRNA靶基因特征提取新方法，吉林大学学报（工学版），2012.03，Vol.42, No.2, p418-422.
[26]董浩，刘元宁，张浩，王刚，基于隐Markov模型的RNA二级结构预测新方法，计算机研究与发展，2012年04期 49（4）：812-817
[27]Jieming Yang，Yuanning Liu, Xiaodong Zhu ，Zhen Liu , Xiaoxu Zhang ， A new feature selection based on comprehensive measurement both in inter-category and intra-category for text categorization，Information Processing & Management，Volume 48, Issue 4, July 2012, Pages 741–754
[28]Zhang Hao ， Li Zhi，Liu Yuanning（通讯作者）， Li Yanpu， Duan Yunna， Xu Dong ，RNA Secondary Structure Comparison Based on Dynamic Programming，2012 7th International Conference on Computing and Convergence Technology (ICCIT, ICEI and ICACT)（EI检索号：20133316602744 ）
[29]Zhang Hao, Li Xin, Liu Yuaning（通讯作者）, Li Zhi, Hu Minggang, Xu Dong，Human Encoded miRNAs that Regulate the Inflenenza Virus Genome, 2012 IEEE 6th International Conference on Systems Biology, ISB 2012（EI检索号：20124615669837 他引次数：1）
[30]Liu Yuanning, Chang Yaping ,Zhang Chao,Wei Qingkai,Chen Jingbo,Chen Huiling,Xu Dong, Influence of mRNA features on siRNA interference efficacy, Journal of Bioinformatics and Computational Biology, 卷:11 期:3 特刊:SI, JUN 2013
[31]Liu Yuanning,Chang Yaping,Xu Dong,Li Zhi,Zhang Hao,Li Jie,Tian Mingyao, Optimised design of siRNA based on multi-featured comparison and analysis of H1N1 Virus, INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS, 卷:7 期:4 页:345-357,2013
[32]Sun Liang,Luo HaiTao,Liao Qi,Bu DeChao,Zhao GuoGuang,Liu ChangNing,Liu YuanNing,Zhao Yi, Systematic Study of Human Long Intergenic Non-coding RNAs And Their Impact on Cancer, SCIENCE CHINA-LIFE SCIENCES, 卷:56 期:4 页:324-334, APR 2013(SCI检索号：126JK，他引次数：3)
[33]Liang Sun, Haitao Luo, Dechao Bu, Guoguang Zhao, Kuntao Yu, Changhai Zhang, Yuanning Liu, Rensheng Chen, Yi Zhao[J].Utilizing sequence intrinsic composition to classify protein-coding and long non-coding transcripts, Nucleic Acids Research,2013,doi:10.1093/nar/gkt646(IF:8.278 ,SCI检索228HF,他引次数：3)
[34]王友卫，刘元宁，朱晓冬. 用于图像内容认证的半脆弱水印新算法. 浙江大学学报(工学版), 2013, 47(6): 969-976.(EI检索号：20133216588069)
[35]Yu Yang, Liu Yuan Ning, Li Meng. Design of flexible workflow engine based on .NET. Applied Mechanics and Materials, 2013, v 433-435, p 1776-1781. (EI检索号：20134716999280)
[36]Deng Ning, Zhu Xiao Dong, Liu Yuan Ning, Li Yan Pu, Chen Ying. A workflow management model based on workflow node property. Applied Mechanics and Materials, 2014, v 442, p 450-457. (EI检索号：20134616980581)
[37]Deng Ning, Zhu Xiao Dong, Liu Yuan Ning, Li Yan Pu, Chen Ying. Time management model of workflow based on time axis. Applied Mechanics and Materials, 2014, v 442, p 458-465. (EI检索号：20134616980582)
[38]He Fei，Liu Yuanning，Zhu Xiaodong（通讯作者），Deng Weijie ,Zhang Xiaoxu ,Huo Guang，The affection of gabor parameters to iris recognition and their optimization ，2012 International Conference on Service-Oriented Computing, ICSOC 2012，November 16, 2013 - November 17, 2013，Jinan, China（EI检索号：20140617268416）
[39]Chen Ying; Liu Yuanning; Zhu Xiaodong（通讯作者）; Zhang Xiaoxu; Xu Haiying; Huo Guang; Deng Ning，A novel iris image quality evaluation based on coarse-to-fine method，2012 International Conference on Service-Oriented Computing, ICSOC 2012，November 16, 2013 - November 17, 2013，Jinan, China（EI检索号：20140617268420）
[40]Zhang Hao, Li Zhi,Li Yanpu , Liu Yuanning（通信作者） ,Liu Junxin,Li Xin,Shen Tingjie,Duan Yunna,Hu Minggang,Xu Dong，A computational method for predicting regulation of human microRNAs on the influenza virus genome,BMC Systems Biology 2013, 7(Suppl 2):S3(SCI检索号：249VL,EI:20144600200764）
[41]Huo G, Liu Y N, Zhu X D. 2D-Gabor Filter Design and Parameter Selection Based on Iris Recognition[J]. Journal of Information and Computational Science, 2014,11(6).（EI检索号：20141917704059）
[42]Liu Yuan-Ning, Xu Bao-Lin, Zhang Hao, Chen Jing-Bo, Han Ye, Yu Jian-Long，基于siRNA-mRNA结合热力学特征的高效siRNA筛选，吉林大学学报（工学版）v 44, n 1, p 191-195, January 2014 （EI检索号：20140517253061）
[43]Liu Y, He F, Zhu X, et al. Video Sequence-Based Iris Recognition Inspired by Human Cognition Manner[J]. Journal of Bionic Engineering, 2014, 11(3): 481-489.(SCI检索号：AM1JC, WOS:000339601200014,他引次数：0 ,EI:20142917948855)
[44]He F, Liu Y, Zhu X, et al. Multiple local feature representations and their fusion based on an SVR model for iris recognition using optimized Gabor filters[J]. EURASIP Journal on Advances in Signal Processing, 2014, 2014(1): 95.(SCI检索号：AO6XA , WOS:000341494800001,他引次数：0,EI:20143017984099)
[45]He F, Liu Y, Zhu X, et al. Score level fusion scheme based on adaptive local Gabor features for face-iris-fingerprint multimodal biometric[J]. Journal of Electronic Imaging, 2014, 23(3): 033019-033019.(SCI检索号：AL2VU, WOS:000338984500020,他引次数：0,EI:20143318073997）
[46]Chen Y, Liu Y, Zhu X, et al. Novel Approaches to Improve Iris Recognition System Performance Based on Local Quality Evaluation and Feature Fusion[J]. The Scientific World Journal, 2014.
[47]Chen Y, Liu Y, Zhu X, et al. Efficient Iris Recognition Based on Optimal Subfeature Selection and Weighted Subregion Fusion[J]. The Scientific World Journal, 2014, 2014.
[48]Liu Y, Wang Y, Zhu X. Novel robust multiple watermarking against regional attacks of digital images[J]. Multimedia Tools and Applications, 2014: 1-23.(EI检索号：20143600043731,SCI:WOS:000357130400015)
[49]Liu Y, Wang Y, Zhu X, et al. Term frequency combined hybrid feature selection method for spam filtering[J]. Pattern Analysis and Applications, 2014: 1-15.
[50]Liu Y, Han Y, Zhu X, et al. The Application of Incomplete Information System of Rough Set Theory in Spam Filtering[J].Journal of Information & Computational Science，2014，11(11):3847–3856.(EI检索号：20143600062464）
[51]王友卫, 刘元宁, 朱晓冬. 抵抗图像区域攻击的鲁棒性水印算法[J]. 吉林大学学报: 工学版, 2014 (4): 1151-1158.(EI检索号：IP52981199)
[52]Huo G, Liu Y, Zhu X, et al. An Effective Iris Recognition System Based on Local Multi-resolution Feature Extraction[J].Journal of Information & Computational Science,2014，11(11):3695–3702.(EI检索号：20143600062449）
[53]Liu W, Zhu X D, Liu Y N, et al. Design of a Workflow Engine Based on Product Structure[C]//Advanced Materials Research. 2014, 1048: 554-559.（SCI：000347918000114 ，EI检索号：20150300421123）
[54]王友卫, 刘元宁, 凤丽洲, 朱晓冬. 基于用户兴趣度的垃圾邮件在线识别新方法. 华南理工大学学报（自然科学版）, 2014, 42 (7).
[55]HUO G, LIU Y, ZHU X. An Efficient Iris Recognition Method Based on Energy-orientation Histogram Feature Descriptor[J]. Journal of Computational Information Systems, 2014, 10(18): 7693-7700.（EI检索号：20144900286083）
[56]Liu Y N, Han Y, Zhu X D, et al. An Expanded Feature Extraction of E-Mail Header for Spam Recognition[J]. Advanced Materials Research, 2014, 846: 1672-1675.(EI检索号：20140217186978,SCI: WOS:000339412900367）
[57]Huo G, Liu Y, Zhu X, et al. An Effective Iris Recognition Method Based on Scale Invariant Feature Transformation[M]//Biometric Recognition. Springer International Publishing, 2014: 301-310.（SCI：000354865000034）
[58]Wang YouWei, Liu YuanNing, Zhu XiaoDong.Two-step based hybrid feature selection method for spam filtering.JOURNAL OF INTELLIGENT & FUZZY SYSTEMS ,2014,27卷6页（SCI：000345981600008 ，EI检索号：20145000315365，影响因子：1.004，分区：4）
[59]Wang, Youwei, Liu, Yuanning ,Zhu, Xiaodong ,Feng, Lizhou ,Wu, Jianfeng. Novel online spam classification method based on K-means clustering. Journal of Computational Information Systems 2014,10卷21页（EI:20150300435577, 影响因子：0.764 分区：4 ccf推荐：c）
[60]Guang Huo，Yunning Liu,Xiaodong Zhu,Hongxing Dong.A Secondary Iris Recognition Method Based on Local Energy-Orientation Feature.JOURNAL OF ELECTRONIC IMAGING.2015.01, 24(1), 013033.(SCI, WOS:000350466100034 影响因子：0.616，分区：4)
[61]Youwei Wang, Yuanning Liu, Lizhou Feng, Xiaodong Zhu.Novel feature selection method based on harmony search for email classification. Knowledge-Based Systems, Volume 73, January 2015, Pages 311-323. (SCI检索号：AW4AW,影响因子：3.325，分区：2)
[62]Liu YuanNing,He Fei,Zhu XiaoDong,Liu Zhen,Chen Ying,Han Ye,Yu LiJiao.The Improved Characteristics of Bionic Gabor Representations by Combining with SIFT Key-points for Iris Recognition.JOURNAL OF BIONIC ENGINEERING .2015.07, 12(3).(SCI,WOS:000358269700017 ,影响 因子：1.466，分区：3)
[63]王友卫, 刘元宁, 凤丽洲, 朱晓冬. 基于用户兴趣集的在线垃圾邮件快速 识别新方法. 电子学报, 2015.
[64]Wang, You-Wei;Liu, Yuan-Ning;Feng, Li-Zhou;Zhu, Xiao-Dong.A novel quick online spam identification method based on user interest set.Chinese Institute of Electronics.2015.10.1,volume 43,pages 1963-1970.(EI 检索：20154901646767)
[65]Liu, Yuan-Ning. Ai, Lu-Lu1.Duan, Yun-Na1.Li, Zhi. Tian, Ming-Yao. Zhang, Hao. RNA pseudoknot prediction based on local structure Interaction.吉林大学学报（工学版）。v 45, n 2, p 613-618, March 1, 2015。（EI检索号：20151300678684）
[66]Liu, Yuan-Ning.Qi Zhao.Zhang Hao.Rui Xu.Yang Li.Liyan Wei.A New Method to Predict RNA Secondary Structure Based on RNA Folding Simulation.
[67]Huo, Guang，Liu, Yuanning，Zhu, Xiaodong， Face-iris multimodal biometric scheme based on feature level fusion，JOURNAL OF ELECTRONIC IMAGING，Vol: 24 No: 6， NOV 2015 （ WOS:000375861200013，影响因子：0.616，分区：4）
[68]Liu, Yuanning，Wang, Youwei，Zhu, Xiaodong，Novel robust multiple watermarking against regional attacks of digital images，MULTIMEDIA TOOLS AND APPLICATIONS， Vol: 74，No: 13，pp: 4765-4787， JUN 2015
[69]Huo, Guang， Liu, Yuanning，Zhu, Xiaodong，An Iris Recognition Method Based on Annule-energy Feature，10th Chinese Conference on Biometric Recognition (CCBR)， Tianjin, CHINA ，NOV 13-15, 2015 （WOS:000374793400040）
[70]Huo, Guang，Liu, Yuanning，Zhu, Xiaodong，An Efficient Iris Recognition Method Based on Restricted Boltzmann Machine， 10th Chinese Conference on Biometric Recognition (CCBR)，Tianjin，CHINA，NOV 13-15, 2015 （WOS:000374793400041）
[71]Huang, Biao; Liu, Yuanning; Zhu, Xiaodong; A model of time management based on tree in Product Data Management， International Conference on Materials Engineering and Information Technology Applications (MEITA) ，Guilin, CHINA， AUG 30-31, 2015 （WOS:000365117600184）
[72]Li, Liangyu; Liu Yuanning; Zhu, Xiaodong;A Role-Based Access Control Model that Supports Authorization with The Combination of Static and Dynamic，International Conference on Materials Engineering and Information Technology Applications (MEITA) ，Guilin, CHINA ，AUG 30-31, 2015 （WOS:000365117600185）
[73]Gao, Si ; Zhu, Xiaodong ; Liu, Yuanning ; He, Fei ; Huo, Guang ,A quality assessment method of Iris image based on support vector machine, 期刊Journal of Fiber Bioengineering and Informatics 检索类型：EI 检索号：20153701273995 分区：4 影响因子：1.004 卷：8 期：2 页：293—300
[74]Yu, Lijiao ， Zhang Xiaoxu ， Liu Yuanning ， Zhu Xiaodong， Iris location algorithm based on small regional search 期刊：Journal of Computational Information Systems 检索类型：EI 检索号：20153201107505 分区：4 ccf推荐：C 影响因子：0.764 卷：11 期：12 页：4221-4228
[75]Dong Hongxing ，Zhu Xiaodong Liu Yuanning ，He Fei ，Huo Guang ，Iris recognition based on CPSO algorithm for optimizing multichannel gabor parameters 期刊：Journal of Computational Information Systems 检索类型：EI 检索号：20150900580284 分区：4 ccf推荐：C 影响因子：0.764 卷：11 期：1 页：333-340
[76]Liu, Yuanning，Wang, Youwei，Feng, Lizhou，Zhu, Xiaodong， Term frequency combined hybrid feature selection method for spam filtering，PATTERN ANALYSIS AND APPLICATIONS，Vol: 19，No: 2，pp: 369-383，MAY 2016 （ WOS:000374172600006）（影响因子：1.104 ，分区：4）
[77]Liu Y, Zhao Q, Zhang H, et al. A New Method to Predict RNA Secondary Structure Based on RNA Folding Simulation. IEEE/ACM Transactions on Computational Biology and Bioinformatics 2016.11, 13(5) (SCI, WOS: Data-in-review, 影响因子：1.6)
[78]Zhao, Q (Zhao, Qi)[ 1,2 ] ; Liu, YN (Liu, Yuanning)[ 1 ] ; Duan, YN (Duan, Yunna)[ 1 ] ; Dai, T (Dai, Tao)[ 1 ] ; Xu, R (Xu, Rui)[ 1 ] ; Guo, H (Guo, Hao)[ 2 ] ; Fan, DM (Fan, Daiming)[ 2 ] ; Nie, YZ (Nie, Yongzhan)[ 2 ] ; Zhang, H (Zhang, Hao)[ 1 ] FledFold: A Novel Software for RNA Secondary Structure Prediction, Letters in Organic Chemistry, SCI卷: 14期: 9页: 714-716 2017 （ WOS:000412055600014，影响因子：0.73 分区：4区）
[79][78] Liu Shuai, Liu Yuanning , Zhu Xiaodong ,Huo Guang , Liu Wentao , Feng Jiakai. Iris double recognition based on modified evolutionary neural network[J].Journal of Electronic Imaging, 2017,26(6):063023.(SCI期刊，影响因子:0.754, WOS: 000419961800036)
[80][79] Han, Y (Han, Ye)[ 1,2 ]; Liu, YN (Liu, Yuanning)[ 1,2 ] ; Zhang, H (Zhang, Hao)[ 1,2 ] ; He, F (He, Fei)[ 3,4,5 ] ; Shu, CH (Shu, Chonghe)[ 1,2 ] ; Dong, LY (Dong, Liyan)[ 1,2 ] , Utilizing Selected Di-and Trinucleotides of siRNA to Predict RNAi Activity.Computationl and Mathematical Methods in Medicine,Volume 2017,ID：5043984.12pages.(SCI JCR分区Q3 ，影响因子:1.506, WOS:000394018700001 )
[81]Qi Zhao, Yuanning Liu, Ning Zhang, Menghan Hu, Hao Zhang , Trupti Joshi,Dong Xu Evidence for plant-derived xenomiRs based on a large-scale analysis of public small RNA sequencing data from human samples SCI 卷: 13 期: 6 文献号: e0187519 出版年: JUN 27 2018(WOS:000436549200001,影响因子：2.806:分区：3)
[82]Liu H1,2, Zhang Z3, Wu N4,5, Guo H6, Zhang H7,8, Fan D9, Nie Y10, Liu Y11,12. Integrative Analysis of Dysregulated lncRNA-Associated ceRNA Network Reveals Functional lncRNAs in Gastric Cancer 2018 , 9 (6) GENES(影响因子：3.19 中科院分区：3 )WOS:000436494200035
[83]刘帅, 刘元宁, 朱晓冬, 林泽江, 杨金阳.蚁群变异粒子群优化的2次虹膜识别[J].计算机辅助设计与图形学学报, 2018, 30(9):1604-1614.(EI期刊, 编号: 20184205947594)
[84]刘元宁, 刘帅, 朱晓冬, 陈一浩, 郑少阁, 沈椿壮.基于高斯拉普拉斯算子与自适应优化伽柏滤波的虹膜识别[J].吉林大学学报(工学版), 2018, 48(5):1606-1613. (EI期刊)
[85]Identification of Potential Prognostic Genes for Neuroblastoma Zhong, XD (Zhong, Xiaodan)[ 1,2,3 ] ; Liu, YN (Liu, Yuanning)[ 1,2 ] ; Liu, HM (Liu, Haiming)[ 1,2 ] ; Zhang, YT (Zhang, Yutong)[ 3 ] ; Wang, LY (Wang, Linyu)[ 1,2 ] ; Zhang, H (Zhang, Hao)[ 1,2 ] 卷: 9文献号: 589 出版年: NOV 29 2018 刊物：FRONTIERS IN GENETICS 影响因子 4.151 入藏号: WOS:000451728400001
[86]刘元宁, 刘帅, 朱晓冬, 刘天慧, 杨霞.基于特征加权融合的虹膜识别算法[J].吉林大学学报(工学版), 2019, 49(1) (EI期刊)
[87]刘元宁, 刘帅, 朱晓冬, 霍光, 丁通, 张阔, 姜雪, 郭书君, 张齐贤.基于决策粒子群优化与稳定纹理的虹膜二次识别[J]. 吉林大学学报(工学版), 2019, 49(4) (EI期刊)
[88]Research Progress of Exogenous Plant MiRNAs in Cross-Kingdom Regulation 作者:Zhang, H (Zhang, Hao)[ 1,2,3 ] ; Zhan, MP (Zhan, Mengping)[ 1 ] ; Chang, HW (Chang, Haowu)[ 1 ] ; Song, SZ (Song, Shizeng)[ 1 ] ; Zhang, CH (Zhang, Chunhe)[ 1 ] ; Liu, YN (Liu, Yuanning)[ 1,2,3 ] CURRENT BIOINFORMATICS 卷: 14 期: 3 页: 241-245 DOI: 10.2174/1574893613666181113142414 出版年: 2019 jcr4区
[89]Mining Magnaporthe oryzae sRNAs With Potential Transboundar Regulation of Rice Genes Associated With Growth and Defense Through Expression Profile Analysis of the Pathogen-Infected Rice Hao Zhang1 ，Sifei Liu1 ，Haowu Chang1， Mengping Zhan1 ，Qing-Ming Qin2， , Borui Zhang3，Zhi Li4 and Yuanning Liu Frontiers in Genetics | www.frontiersin.org 1 March 2019 | Volume 10 | Article 296 ORIGINAL RESEARCH published: 29 March 2019
[90]A New Method of RNA Secondary Structure Prediction Based on Convolutional Neural Network and Dynamic Programming Hao Zhang1, Chunhe Zhang1, Zhi Li2, Cong Li1, Xu Wei1, Borui Zhang3, Yuanning Liu1
[91]A Deep Learning Iris Recognition Method Based on Capsule Network Architecture 作者:Zhao, TM (Zhao, Tianming)[ 1 ] ; Liu, YN (Liu, Yuanning)[ 1 ] ; Huo, G (Huo, Guang)[ 2 ] ; Zhu, XD (Zhu, Xiaodong)[ 1 ]
[92]DMfold: A Novel Method to Predict RNA Secondary Structure With Pseudoknots Based on Deep Learning and Improved Base Pair Maximization Principle 作者:Wang, LY (Wang, Linyu)[ 1,2 ] ; Liu, YN (Liu, Yuanning)[ 1,2 ] ; Zhong, XD (Zhong, Xiaodan)[ 1,2,3 ] ; Liu, HM (Liu, Haiming)[ 1,2 ] ; Lu, C (Lu, Chao)[ 1,2 ] ; Li, C (Li, Cong)[ 1,2 ] ; Zhang, H (Zhang, Hao)[ 1,2 ] FRONTIERS IN GENETICS 卷: 10 文献号: 143 DOI: 10.3389/fgene.2019.00143 出版年: MAR 4 2019 IF=4.151 中科院三区 入藏号: WOS:000460362600001
[93]Cheng Yaosong, Liu Yuanning , Zhu Xiaodong* ,Li Shuo. A Multiclassification Method for Iris Data based on the Hadamard Error Correction Output Code and a Convolutional Network, IEEE ACCESS, 2019,7:145235~145245. DOI: 10.1109/ACCESS.2019.2946198） 入藏号: WOS:000498843400004 IF=3.557 中科院二区2019.10.16 (ISSN:2169-3536)
[94]Liu Shuai, Liu Yuanning , Zhu Xiaodong* ,Huo Guang, Cui Jingwei, Zhang Qixian, Wu Zukang, Dong Zhiyi. Statistical cognitive learning and security output protocol for multi-state iris recognition, IEEE ACCESS, 2019,7:132871~132893. DOI: 10.1109/ACCESS.2019.2941225
[95]Liu Shuai, Liu Yuanning , Zhu Xiaodong* ,Zhang Kuo, Ding Tong, Li Xinlong, Wang Chaoqun. Unsteady State Lightweight Iris Certification Based on Multi-algorithm Parallel Integration, Algorithms, 2019,12(9):194.(EI检索) 检索号：20194007493095
[96]Constrained Sequence Iris Quality Evaluation Based on Causal Relationship Decision Reasoning.2019.10.12-10.13.EI会议.14th Chinese Conference on Biometric Recognition, CCBR2019，2019.10.12-10.13，Zhuzhou, P.R. China, LNCS11818,337-345, 刘帅，刘元宁，朱晓冬，张浩，霍光，王光宇，崔靖威，李昕龙，吴祖慷，董芷艺 DOI: 10.1007/978-3-030-31456-9_38
[97]Iris Recognition Based on Adaptive Optimization Log-Gabor Filter and RBF Neural Network,2019.10.12-10.13,EI会议.14th Chinese Conference on Biometric Recognition, CCBR2019，2019.10.12-10.13，Zhuzhou, P.R. China, LNCS11818,312-320, 张齐贤，朱晓冬，刘元宁，霍光，王光宇，刘帅，丁通，张阔，Kiese Diangebeni Reagan，王超群 DOI: 10.1007/978-3-030-31456-9_35
[98]Liu H, Wu N, Zhang Z, Zhong X, Zhang H, Guo H, Nie Y, Liu Y. Long Non-coding RNA LINC00941 as a Potential Biomarker Promotes the Proliferation and Metastasis of Gastric Cancer. Frontiers in genetics. 2019; 10: 5. （SCI，IF: 3.517, 中科院2分区，1664-8021 doi: 10.3389/fgene.2019.00005. eCollection 2019 ）
[99]杨霞,朱晓冬,刘元宁,冯家凯,刘帅.分块小波特征结合BP神经网络的虹膜识别方法[J].计算机工程与应用,2019,55(18):132-139.（核心期刊）
[100]张齐贤,朱晓冬,刘元宁,王超群,吴祖慷,李昕龙.基于GA-BP神经网络的序列虹膜质量评价算法[J].吉林大学学报(理学版),2020,58(06):1382-1390.
[101]Zhong Xiaodan, Zhang Yutong, Wang Linyu, Zhang Hao, Liu Haiming, Liu Yuanning*. Cellular Components in tumor microenvironment of neuroblastoma and the prognostic value.PeerJ, 2019; 7: e8017. 出版年:2019.12.10 (SCI检索) 中科院三区，IF=2.379. DOI: 10.7717/peerj.8017
[102]Liu D, Liu Y, Dong L. G-ResNet: Improved ResNet for brain tumor classification[C]//International Conference on Neural Information Processing. Springer, Cham, 2019, vol 11953,535-545. DOI：https://doi.org/10.1007/978-3-030-36708-4_44 ， 2019.12.9, CCF C类会议（EI）
[103]Liu Shuai, Liu Yuanning , Zhu Xiaodong* ,Huo Guang, Cui Jingwei, Zhang Qixian, Dong Zhiyi, Jiang Xue. Current optimal active feedback and stealing response mechanism for low-end device constrained defocused iris certification, Journal of Electronic Imaging, 2020, 29(1):013012.(SCI检索) 2020.01.25，中科院四区， IF=0.924，DOI: 10.1117/1.JEI.29.1.013012
[104]Liu Shuai, Liu Yuanning, Zhu Xiaodong*,Huo Guang, Wu Zukang, Li Xinlong, Wang Chaoqun, Cui Jingwei.Heterogeneous Iris One-to-One Certification with Universal Sensors Based on Quality Fuzzy Inference and Multi-Feature Fusion Lightweight Neural Network .Sensors, 2020, 20(6):1785.(SCI检索) 2020.3.23（出版年: MAR 2020），中科院三区，IF=3.031，DOI: 10.3390/s20061785
[105]Liu Shuai, Liu Yuanning, Zhu Xiaodong*,Huo Guang, Cui Jingwei, Zhang Qixian,Wu Zukang, Li Xinlong, Wang Chaoqun. Multi-Source Feature Fusion and Entropy Feature Lightweight Neural Network for Constrained Multi-State Heterogeneous Iris Recognition .IEEE Access, 2020,8:53321~53345.(SCI检索) 2020.3.26，中科院二区，IF=4.098，DOI: 10.1109/ACCESS.2020.2981555
[106]Liu Shuai, Liu Yuanning , Zhu Xiaodong*, Cui Jingwei, Zhang Qixian, Ding Tong, Zhang Kuo, Wu Zukang, Yang Yanan. Constrained unsteady-state iris fast certification for lightweight training samples based on the scale change stable feature and multi-algorithm voting. PLOS ONE, 2020, 15(5):e0232319.（SCI检索）2020.05.05，中科院三区，IF=2.776， DOI: 10.1371/journal.pone.0232319
[107]Sun Haotai, Zhu Xiaodong, Liu Yuanning*,Liu Wentao. Construction of Hybrid Dual Radio Frequency RSSI (HDRF-RSSI) Fingerprint Database and Indoor Location Method. Sensors, 2020, 20(10):2981.(SCI检索)，2020.05.24，中科院三区，IF=3.031， DOI: 10.3390/s20102981
[108]刘元宁，吴迪，朱晓冬，张齐贤，李双双，郭书君，王超. 基于YOLOv3改进的用户界面组件检测算法，吉林大学学报(工学版),2020.06.02.(EI期刊，检索号：20212010360136)
[109]朱晓冬,张齐贤,刘元宁,吴迪,吴祖慷,王超群,李昕龙.基于多方向局部二值模式与稳定特征的虹膜识别[J].吉林大学学报(工学版),2021,51(02):650-658. 2020.06.05.(EI期刊，检索号：20211310130488)
[110]Sun Haotai, Zhu Xiaodong, Liu Yuanning*,Liu Wentao. WiFi Based Fingerprinting Positioning Based on Seq2seq Model. Sensors, 2020, 20(13):3767.(SCI检索)，2020.07.05，中科院三区，IF=3.031 DOI: 10.3390/s20133767
[111]Liu Shuai, Liu Yuanning, Zhu Xiaodong*,Huo Guang, Cui Jingwei, Zhang Qixian,Wu Zukang, Li Xinlong, Wang Chaoqun. Heterogeneous iris certification method with universal sensors and safety output based on multi-source fusion features and entropy labels of lightweight samples, Journal of Electronic Imaging, 2020, 29(4):043023.(SCI检索)，2020.08.17（出版年: JUL 2020），中科院四区, IF=0.884，doi: 10.1117/1.JEI.29.4.043023
[112]Yili Wang, Yuanning Liu, Shuo Wang, Zhen Liu, Yubing Gao, Hao Zhang and Liyan Dong*. ATTfold: RNA Secondary Structure Prediction With Pseudoknots Based on Attention Mechanism，Frontiers in Genetics，2020，Volume：11，PP:612086,2020.12.15,中科院三区，IF=3.517，doi: 10.3389/fgene.2020.612086
[113]Linyu Wang, Shaoge Zheng, Hao Zhang, Zhiyang Qiu, Xiaodan Zhong, Haiming Liu, Yuanning Liu*. ncRFP: A novel end-to-end method for noncoding RNAs family prediction based on Deep Learning. IEEE-ACM Transactions on Computational Biology and Bioinformatics. VOL. 18, NO. 2, Pages: 784-789, MARCH/APRIL 2021. CCF B类，中科院三区，IF=2.896，doi: 10.1109/TCBB.2020.2982873
[114]丁通,刘元宁,朱晓冬,刘帅,张齐贤,张阔.面向残差网络多元特征的轻量级虹膜分类.吉林大学学报(理学版)（核心）
[115]Dong Lin, Liu Yuanning, Zhu Xiaodong*. PFSegIris: Precise and Fast Segmentation Algorithm for Multi-Source Heterogeneous Iris. Algorithms,2021,14(9):261(EI检索), 检索号：20213610867645. 日期：2021.8.30, DOI: 10.3390/a14090261
[116]Liu Shuai, Liu Yuanning, Zhu Xiaodong*, Cui Jingwei, Zhou Zhiyong. Two-stage iris recognition model with continuous feature space based on the image texture processing. Journal of Electronic Imaging, 2021,30(6). DOI: 10.1117/1.JEI.30.6.063010
[117]Zhao, Tianming, Chen, Chunyang*, Liu, Yuanning, Zhu Xiaodong*. GUIGAN: Learning to Generate GUI Designs Using Generative Adversarial Networks. 2021 IEEE/ACM 43RD INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING (ICSE 2021, ELECTR NETWORK, MAY 25-28, 2021) Volume: 1, Page:748-760.CCF A会 DOI:10.1109/ICSE43902.2021.00074
[118]Zhong X, Tao Y, Chang J, Zhang Y, Zhang H, Wang L, Liu Y. Prognostic Signature of Immune Genes and Immune-related LncRNAs in Neuroblastoma: A Study Based on GEO and TARGET Datasets [J]. Front Oncol. 2021 Mar 9;11:631546. (SCI, IF: 6.244, 中科院 3 区) DOI:10.3389/fonc.2021.631546
[119]Enbin Yang, Hao Zhang, Xinsheng Guo, Zinan Zang, Zhen Liu and Yuanning Liu. A multivariate multi-step LSTM forecasting model for tuberculosis incidence with model explanation in Liaoning Province, China. BMC Infectious Diseases. 2022 22:490. (IF:2.565,中科院4区) DOI: 10.1186/s12879-022-07462-8
[120]Yu Zhe-Zhou ,Liu Yan ,Liu Yuan-Ning. Improved Iris Locating Algorithm Based on YOLOV3 .EI期刊，检索号：20222112143958. 2022 4:43: 496-500 and 508. DOI:10.12068/j.issn.1005-3026.2022.04.006
[121]Fei Yinchao, Zhang Hao,Wang Yili,Liu Zhen,Liu Yuanning. LTPConstraint: a transfer learning based end-to-end method for RNA secondary structure prediction. BMC BIOINFORMATICS. 2022 23:1. (IF:3.327,中科院3区) DOI: 10.1186/s12859-022-04847-z
[122]陈梦欣,朱晓冬,张浩,刘震,刘元宁. SMRI: A New Method for siRNA Design for COVID-19 Therapy. Journal of Computer Science and Technology. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY. 2022 37:4.（SCI二区）DOI: 10.1007/s11390-021-0826-x
[123]Zhou, Zhiyong, Liu, Yuanning, Zhu, Xiaodong, Liu, Shuai, Zhang, Shaoqiang, Li, Yuanfeng. Supervised Contrastive Learning and Intra-Dataset Adversarial Adaptation for Iris Segmentation. ENTROPY. 2022 24:9. eISSN: 1099-4300 DOI: 10.3390/e24091276
[124]Liu Shuai, Liu Yuanning, Zhu Xiaodong*, Liu Jing, Huo Guang, Zhou Zhiyong. The two-stage recognition method based on texture signals of the heterogeneous unsteady iris. International Journal of Pattern Recognition and Artificial Intelligence. 2022 36:03. (SCI检索，CCF-C，ESI) ISSN: 0218-0014 DOI: 10.1142/S0218001422500094
[125]Liu Shuai, Liu Yuanning, Zhu Xiaodong*, Liu Zhen. An iris quality evaluation method with pre-recognition screening function. MULTIMEDIA TOOLS AND APPLICATIONS. 2022 81:1. ISSN: 1380-7501 DOI: 10.1007/s11042-021-11377-y
[126]刘元宁,朱琳,朱晓冬,刘震,吴浩萌. EnhanceDeepIris：一种基于生成模型提升训练的深度学习虹膜识别方法. 吉林大学学报(工学版). 2022 Vol. 52 No. 12
[127]Chen Kai, Zhu, Xiaodong, Wang, Jiahao, Hao Lei, Liu Zhen, Liu, Yuanning. ncDENSE: a novel computational method based on a deep learning framework for non-coding RNAs family prediction. BMC BIOINFORMATICS. 2023 24:1. (IF:3.327,中科院3区) ISSN: 1471-2105 DOI: 10.1186/s12859-023-05191-6
