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廖清的简历
更新时间:2017年01月25日 02:00:29 访问次数:
 
 

廖清(Qing Liao

助理教授(Assistant Professor

哈尔滨工业大学(深圳)

Harbin Institute of Technology, Shenzhen

地址: 深圳西丽大学城哈工大校区C303B

Email: liaoqing@hit.edu.cn

Phone: +86 18682212660 / +852 53747615

基本信息

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。2016年毕业于香港科技大学。

我的研究领域包括数据挖掘及机器学习,在国际著名学术会议和期刊上共发表论文10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。

工作&教育经历

助理教授: 哈尔滨工业大学(深圳), 20171-至今

博士:香港科技大学,计算机工程,导师张黔教授,20132- 20169

硕士:香港科技大学,计算机科学与技术,导师张黔教授,20109- 20129

本科:澳门科技大学,计算机科学与技术,20069- 20109

研究方向

数据挖掘、机器学习

发表刊物

会议文章:

  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

期刊文章:

  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

获奖&活动

  • 国际电子工程师学会(IEEE) 会员
  • 中国计算机学会(CCF)成员
  • IEEE DSC 2016 项目委员会委员
  • 担任网络,移动计算以及数据库等方向期刊与会议审稿人:

IEEE TKDE, IEEE GLOBECOM, IEEE ICC, IEEE DSC

  • 香港科技大学研究生奖学金2010 - 2016
  • 澳门科技大学水晶杯(年级前三名)2007/2008
  • 澳门科技大学院长优秀生榜2007,2008,2009,2010
  • 澳门科技大学IT学生会财务部长2007/2008

授课

  • 香港科技大学(助教):Excel VBA 程序设计(COMP1022Q) 2013-2014

 

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