Kaiqi ZHAO

RESEARCH FELLOW

Office
Blk N4, #B3c-14, DMAL Lab
School of Computer Engineering
Nanyang Technological University
E-mail
kqzhao[at]ntu.edu.sg
Profiles

Biography

  • 2018 - now:  Research Fellow, Singtel Cognitive and Artificial Intelligence Lab for Enterprises, NTU.
  • 2017 - 2018: Research Associate, Data Management & Analytics Lab, NTU.
  • 2013 - 2018: Ph.D. in Computer Science, School of Computer Science & Engineering, Nanyang Technological University. Supervisor: Dr. Gao CONG.
  • 2011 - 2012: Intern, Web Search & Mining Group, Microsoft Research Asia. Mentor: Dr. Haixun Wang.
  • 2010 - 2013: M.Eng. in Computer Engineering, Department of Computer Science, Shanghai Jiao Tong University. Supervisor: Dr. Kenny Q. Zhu.
  • 2007 - 2009: B.A. in Japanese Language, School of Foreign Languages, Huazhong University of Science and Technology.
  • 2005 - 2009: B.Eng. in Software Engineering, School of Software Engineering, Huazhong University of Science and Technology.

Research

Research Interests
  • Mining geographical social media
  • Text mining and knowledge discovery

Research Projects

Current project:
  • 2013 - now :Mining geographical social media
Past projects:
  • 2013: Entity linking using concept level co-occurrence
  • 2011 - 2013: Clustering web images by disambiguation
  • 2011 - 2013:Action conceptualization

Publications

  1. Efficient Similar Region Search with Deep Metric Learning [pdf]
    Yiding Liu, Kaiqi Zhao, Gao Cong.
    SIGKDD, 2018
  2. ANR: Aspect-based Neural Recommender [pdf]
    Jin-Yao Chin, Kaiqi Zhao, Shafiq Joty, Gao Cong.
    CIKM, 2018
  3. Deep Representation Learning for Trajectory Similarity Computation [pdf]
    Xiucheng Li, Kaiqi Zhao, Gao Cong, Christian S. Jensen, Wei Wei.
    ICDE, 2018
  4. Biclustering: An application of Dual Topic Models [pdf]
    Daniel Rugeles, Kaiqi Zhao, Gao Cong, Manoranjan Dash, Shonali  Krishnaswamy.
    SDM, 2017
  5. Annotating Points of Interest with Geo-tagged Tweets [pdf]
    Kaiqi Zhao, Gao Cong, Aixin Sun.
    CIKM, 2016
  6. Towards Personalized Maps: Mining User Preferences from Geo-textual Data (Demo paper) [pdf]
    Kaiqi Zhao, Yiding Liu, Quan Yuan, Lisi Chen, Zhida Chen, Gao Cong.
    VLDB, 2016
  7. A System for Region Search and Exploration (Demo paper) [pdf]
    Kaiyu Feng, Kaiqi Zhao, Yiding Liu, Gao Cong.
    VLDB, 2016
  8. Topic Exploration in Spatio-Temporal Document Collections [pdf]
    Kaiqi Zhao, Lisi Chen, Gao Cong.
    SIGMOD, 2016
  9. Querying and mining geo-textual data for exploration: Challenges and opportunities
    Gao Cong, Kaiyu Feng, Kaiqi Zhao.
    ICDE Workshops, 2016
  10. Representing Verbs as Argument Concepts [pdf]
    Yu Gong, Kaiqi Zhao, Kenny Q. Zhu.
    AAAI, 2016
  11. Who, where, when and what: a nonparametric bayesian approach to context-aware recommendation and search for twitter users
    Quan Yuan, Gao Cong, Kaiqi Zhao, Zongyang Ma, Aixin Sun.
    TOIS, 2015
  12. SAR: A Sentiment-Aspect-Region Model for User Preference Analysis in Geo-tagged Reviews [pdf]
    Kaiqi Zhao, Gao Cong, Quan Yuan, Kenny Q. Zhu.
    ICDE, 2015
  13. Clustering Image Search Results by Entity Disambiguation
    Kaiqi Zhao, Zhiyuan Cai, Qingyu Sui, Enxun Wei, Kenny Q. Zhu.
    ECML/PKDD, 2014
  14. Wikification via link co-occurrence
    Zhiyuan Cai, Kaiqi Zhao, Kenny Q. Zhu, Haixun Wang.
    CIKM, 2013
  15. CISC: Clustered Image Search by Conceptualization (Demo paper)
    Kaiqi Zhao, Enxun Wei, Qingyu Sui, Kenny Q. Zhu, Eric Lo.
    EDBT, 2013

Awards

Recent Awards
  • 2016 - Student Travel Award, SIGMOD 2016
  • 2015 - Student Travel Award, ICDE 2015
  • 2013 - Ph.D. Scholarship, Nanyang Technological University

Past Awards

2006:
  • 1st Prize Scholarship, Huazhong University of Science and Technology
  • Excellent Leadership in Student Union, Huazhong University of Science and Technology
  • Freshmen Scholarship, Huazhong University of Science and Technology