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Qian Zhao, fourth year Ph.D. student
at the Computer Science Department
at the University of Minnesota
Email: zhaox331@umn.edu
Education
  • August 2013 - now, University of Minnesota, Twin Cities, United States
    • Research Assistant in GroupLens lab advised by Prof. Joe Konstan
    • Teaching Assistant for CSci 2033: Elementary Computational Linear Algebra, Fall 2013
  • Sept. 2006 - July 2010, Nankai University, Tianjin, China
Awards
  • Doctoral Dissertation Fellowship. 2016-17. University of Minnesota. United States.
Employment
  • May 2016 - August 2016, Internship in Yahoo Research, Sunnyvale, United States
    • Recommender system research intern scientist
  • May 2014 - July 2014, Internship in Wise Inc., Berkeley, United States
    • Data Science Consultant
  • October 2012 - July 2013, Full-time in Baidu Inc., Beijing, China
    • R&D Engineer in Sponsored Ads Model Group
    • Worked on feature engineering for Click-Through Rate prediction
  • July 2010 - August 2012, Full-time in Funshion Online Technologies Co., Ltd, Beijing, China
    • R&D Engineer in Data Mining Group working on Funshion Video Recommendation System
Research Interest:
  • My research interest lies at the intersection of recommender systems, machine learning and human-computer interaction. My research goal is to bring human factors into the awareness of the algorithms used by data-driven predictive systems, e.g. cognitive factors of both high-level decision making, task-specific and contextualized information needs and lower-level perception and attention. Currently, my research focuses on the user-centric evaluation of interactive machine learning algorithms in recommender systems, such as online learning, bandits and reinforcement learning.