教师名录
廖清
通讯地址:深圳大学城哈工大校区
电子邮件:liaoqing@hit.edu.cn
联系电话:

个人简介

廖清,助理教授,国际电子工程师学会(IEEE) 会员,中国计算机学会(CCF)会员。毕业于香港科技大学,
在国际著名学术会议和期刊上共发表论文16于篇。其中包括IEEE ICDM, ECML PKDD, IEEE ICASSP, IEEE PAKDD, IEEE ICC, IEEE ICMLA, IEEE SMC, IEEE GLOBECOM 等国际一流会议文章,以及 IEEE Transactions on Wireless Communications (TWC),Signal Processing 等国际一流期刊。与此同时,我还担任多个著名国际会议及期刊的评委,包括IEEE TKDE, IEEE GLOBECOM, IEEE ICC, IEEE DSC并参与了多个国家资助项目,包括973,国家自然科学基金及香港研究资助局项目。

个人主页:liaoqing.me

研究方向

舆情分析、数据挖掘、机器学习

教育经历

2013 - 2016  博士:香港科技大学,计算机工程
2010 - 2013  硕士:香港科技大学,计算机科学与技术
2006 - 2010  本科:澳门科技大学,计算机科学与技术

研究与工作经历

2017 - 至今  助理教授:哈尔滨工业大学深圳研究生院

专业资质与学术兼职

2010 - 至今  国际电子工程师学会(IEEE) 会员
2016 - 至今  中国计算机学会(CCF)成员
2016  IEEE TKDE 审稿人
2016  IEEE DSC Conference Program Committee
2017  IEEE DSC Conference Local Co-Chair
2017  Journal of Electrical and Computer Engineering 审稿人

科研项目

2018年-2022年  主持 自然青年基金一项

科研成果及奖励

2010 - 2016  香港科技大学研究生奖学金
2007 - 2008  澳门科技大学水晶杯(年级前三名)
2007 - 2010  澳门科技大学院长优秀生榜

论文及著作

部分期刊文章(详细信息请查阅liaoqing.me个人主页):
1. [SCI, impact factor: 2.063, JCR-Q2] Local Coordinate Based Graph-Regularized NMF for Image Representation,
Elsevier Signal Processing, Volume 124,Page 103-114, 2016
Qing Liao, Xiang Zhang, Naiyang Guan, Qian Zhang

2. [SCI, impact factor: 2.925, JCR-Q2] COD: A Cooperative Cell Outage Detection Architecture for Self-Organizing Femtocell Networks,
IEEE Transactions on Wireless Communications (TWC), Volume 13, No.11, 2014
Wei Wang, Qing Liao, Qian Zhang

会议论文及发表演说

部分会议文章(详细信息请查阅liaoqing.me个人主页):
1. [EI, CCF C ] Gauss-seidel Based Non-negative Matrix Factorization for Gene Expression Clustering,
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Shanghai, China
Qing Liao, Naiyang Guan, Qian Zhang

2. [EI, CCF C] Predicting Unknown Interactions between Known Drugs and Targets via Matrix Completion,
Pacific Asia Knowledge Discovery and Data Mining Conference (PAKDD), 2016, Auckland, New Zealand
Qing Liao, Naiyang Guan, Chengkun Wu, Qian Zhang, Zhigang Luo

3. [EI, SCI-E, CCF B] Logdet Divergence Based Sparse Non-negative Matrix Factorization for Stable Representation,
IEEE International Conference on Data Mining (ICDM), 2015, Atlantic City, USA
Qing Liao, Naiyang Guan, Qian Zhang

4. [EI, SCI-E, CCF C] TiSA: Time-Dependent Social Network Advertising,
IEEE International Conference on Communications (ICC), 2015, London, UK,
Wei Wang, Linlin Yang, Qing Liao, Xiang Zhu, Qian Zhang

5. [EI, SCI-E] Robust Local Coordinate Non-negative Matrix Factorization via Maximum Correntropy Criteria
IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2015, Hong Kong
Qing Liao, Xiang Zhang, Naiyang Guan, Qian Zhang

6. [EI, SCI-E] Local Coordinate Projective Non-negative Matrix Factorization
IEEE International Conference on Machine Learning and Applications (ICMLA) Poster, 2015, Florida, USA
Qing Liao, Xiang Zhang, Naiyang Guan, Qian Zhang

7. [EI, SCI-E, CCF C] Analyzing the Influential People in Sina Weibo Dataset,
IEEE Global Communications Conference, Exhibition & Industry Forum (GLOBECOM), 2013, Atlanta, USA
Qing Liao, Wei Wang, Yi Han, Qian Zhang

8. [EI, CCF B] Efficient Rank-one Residue Approximation Method for Graph Regularized Non-negative Matrix Factorization,
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD), 2013, Prague, Czech Republic
Qing Liao, Qian Zhang

任教和任导师经历

Excel 与 VBA 程序设计(COMP1022Q)   香港科技大学(助教):Excel 与 VBA 程序设计(COMP1022Q) 2013-2014
哈工大(深圳):大数据的技术与应用(GESC1010)2017 Summer Course
最后更新:2018-03-09 16:47:06