教育经历 2010/09 - 2013/06，吉林大学，计算机系统结构，博士 2011/09-2013/03, 美国西弗吉尼亚大学，联合培养博士 2007/09 - 2010/06，吉林大学，软件工程，硕士 2003/09 - 2007/06，吉林大学，计算机科学与技术，本科 工作经历 2019.09-2020.09, 美国佐治亚大学，访问学者 2017-至今，仪器科学与电气工程学院，副教授 2013-2017，仪器科学与电气工程学院，讲师

机器学习/低氧仪器

1.Mingyang Liu, Shengsheng Wang. An Improved Method for Eliminating False Matches in Content-based Video Copy Detection System. Journal of Computational and Theoretical Nanosciene, 2015. 2.Liu, Mingyang , M. Qu , and B. Zhao . "Research and Citation Analysis of Data Mining Technology Based on Bayes Algorithm." Mobile Networks & Applications 22.3(2017):418-426.（SCI） 3.Mingyang Liu, Shufen Liu, Xiaoyan Wang, Ming Qu, Changhong Hu. “Semantic Searching and Recommendation in Knowledge Domain Inspired by an Improved Ant Colony Algorithm ”. Journal of Bionic Engineering, vol.4,pp. 532-540,2013. (SCI：244AE) 4.Changhong Hu, Shufen Liu, Mingyang Liu. “KDS_CLU: Clustering Defects in System Based on Condition Characters”. Sensor Letters, 2013(SCI:AH1HR) 5.Changhong Hu, Shufen Liu, Mingyang Liu. “KaM_CRK: Clustering and Ranking Knowledge for Reasonable Results Based on Behaviors and Contexts”. Mathematical Problems in Engineering, 2013. (SCI：162LZ) 6.Mingyagn Liu, Shufen Liu, Changhong Hu, Ramanda Reddy, Sumitra Reddy. Personalized Search Based on Context-Centric Model. Journal of Networks, 8(7), pp. 1551-1557,2013.（EI：20133116560149）