Qing Liao

PhD, Assistant Professor

廖清,博士、助理教授、硕士生导师

Department of Computer Science and Technology
Harbin Institute of Technology, Shenzhen

计算机科学与技术学院,哈尔滨工业大学(深圳)

0755-86134382
liaoqing@hit.edu.cn
University Town of Shenzhen, Nanshan District, Shenzhen, Guangdong, China


Biography

I am now an assistant professor in Department of Computer Science and Technology of Harbin Institute of Technology, Shenzhen.

I received my degree of PhD in Computer Science and Engineering in 2016 supervised by Prof. Qian Zhang from the Department of Computer Science and Engineering of The Hong Kong University of Science and Technology.

I received my degree of MPhil in Computer Science and Technology in 2012 from the HKUST Fok Ying Tung Graduate School of The Hong Kong University of Science and Technology.

I received my degree of BSc in Software Technology and Application in 2010 from the Faculty of Information Technology of Macau University of Science and Technology.


Looking for Students

I am currently looking for highly motivated graduate and undergraduate students to work on research projects in our lab. Candidates are expected to have solid background in mathematics, and strong motivation towards academic excellence. Please email me if you are interested and have the corresponding background.

欢迎有意到计算机科学与技术学院攻读硕士的本科生联系本人。欢迎本校大二、大三的本科生加入项目组实验室从事科研实践工作!


Research Interests


Selected Publications

  1. (SCI, JCR-Q2, IF 1.899) Diverse Mobile System for Location-based Mobile Data
    Wireless Communications & Mobile Computing, Volume xxx,Page xxx, 2018
    Qing Liao, Haoyu Tan, Wuman Luo, Ye Ding
  2. (SCI, JCR-Q1, IF 3.317) Multi-task Deep Convolutional Neural Network for Cancer Diagnosis
    Neurocomputing, Volume xxx,Page xxx, 2018
    Qing Liao, Ye Ding, Lin Jiang, Xuan Wang, Chunkai Zhang, Qian Zhang
  3. (EI) Cancer Classification with Multi-task Deep Learning (Slide)
    IEEE International Conference on Security, Pattern Analysis, and Cybernetics (ICSPAC), 2017, Shenzhen, China
    Qing Liao, Lin Jiang, Xuan Wang, Chunkai Zhang, Ye Ding
  4. (CCF C, EI) Gauss-seidel Based Non-negative Matrix Factorization for Gene Experession Clustering (Slide)
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Shanghai, China
    Qing Liao, Naiyang Guan, Qian Zhang
  5. (CCF C, EI) 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
    - Datasets : Include Enzyme, GPCR, Ion Channel, and Nuclear Receptors datasets. Thanks to Yoshihiro Yamanishi for collecting and organizing the datasets. Also available here.
    - Source Code : Our method source code.
    - Tools : An useful tool for finding drug-target interaction in DrugBank and KEGG.
    - Supplementary material : Validated New Pairs in DrugBank and KEGG Databases.
  6. (SCI, JCR-Q1, IF 3.11) 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
  7. (CCF B, EI) Logdet Divergence Based Sparse Non-negative Matrix Factorization for Stable Representation (Slide)
    IEEE International Conference on Data Mining (ICDM), 2015, Atlantic City, USA
    Qing Liao, Naiyang Guan, Qian Zhang
  8. (EI) 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
  9. (EI) 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
  10. (CCF C, EI) 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
  11. (SCI, JCR-Q1, IF 4.951) 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
  12. (CCF C, EI) 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
  13. (CCF B, EI) Effcient Rank-one Residue Approximation Method for Graph Regularized Non-negative Matrix Factorization (Slide)
    European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD), 2013, Prague, Czech Republic
    Qing Liao, Qian Zhang

Selected Projects


Awards & Activities


Teaching

I have been a teaching assistant at the Hong Kong University of Science and Technology for:

Current Courses at HIT(sz):


Research Group Members


(C) 2013-2018 Qing Liao @ Harbin Institute of Technology, Shenzhen