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Zhongqi Lu

Zhongqi Lu

Research Interests:

Recommender Systems, Data Mining

Datasets:

Publications:

Google Scholar Profile


  • Zhongqi Lu, Sinno J. Pan, Yong Li, Jie Jiang, Qiang Yang. Collaborative Evolution for User Profiling in Recommender Systems. In Proceedings of Twenty-Fifth International Joint Conference on Artificial Intelligence (IJCAI 2016), New York City, USA, 9th-15th July, 2016. [PDF] [Slides] [Dataset]

  • Zhongqi Lu, Zhicheng Dou, Xing Xie, Jianxun Lian, Qiang Yang. Content-based Collaborative Filtering for News Topic Recommendation. In Proceedings of Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI 2015), Austin Texas, USA, Jan 25-29, 2015. [PDF] [Slides] [Dataset(Chinese Version)]

  • Zhongqi Lu, Yin Zhu, Sinno J. Pan, Evan Xiang, Yujing Wang, Qiang Yang. Source Free Transfer Learning for Text Classification. In Proceedings of Twenty-Eighth AAAI Conference on Artificial Intelligence (AAAI 2014), Quebec City, Canada, July 27-31, 2014. [PDF]

  • Zhongqi Lu, Erheng Zhong, Lili Zhao, Evan Xiang, Weike Pan, Qiang Yang. Selective Transfer Learning for Cross Domain Recommendation. In Proceedings of 2013 SIAM International Conference on Data Mining (SDM 2013), Austin Texas, USA, May 2-4, 2013. [PDF] [Appendix]

  • Zhongqi Lu, Yin Zhu, Vincent Zheng, and Qiang Yang. Next Place Prediction by Learning with Multiple Models. Nokia Mobile Data Challenge Workshop, in conjunction with Pervasive'12, Newcastle, June 2012. Fourth Place in Semantic Place Classification Task. [PDF]


  • Lili Zhao, Zhongqi Lu, Sinno J. Pan, Qiang Yang. Matrix Factorization+ for Movie Recommendation. In Proceedings of Twenty-Fifth International Joint Conference on Artificial Intelligence (IJCAI 2016), New York City, USA, 9th-15th July, 2016. [PDF]

  • Yin Zhu , Yuqiang Chen, Zhongqi Lu, Sinno J. Pan, Gui-Rong Xue, Yong Yu and Qiang Yang. Heterogeneous Transfer Learning for Image Classification. In Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2011), San Francisco, California, USA, August 7-11, 2011. [PDF]

  • Lili Zhao, Sinno Jialin Pan, Evan Wei Xiang, Erheng Zhong, Zhongqi Lu, Qiang Yang. Active Transfer Learning for Cross-System Recommendation. In Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2013), Bellevue, Washington, USA, July 2013. [PDF]

  • Yin Zhu, Erheng Zhong, Zhongqi Lu, and Qiang Yang. Feature Engineering for Place Category Classification. Nokia Mobile Data Challenge Workshop, in conjunction with Pervasive'12, Newcastle, June 2012. First Place in Semantic Place Classification Task. [PDF]

Projects:

  • (Intern at Alibaba, 2014 Fall) Fashion predictions at TMall.
  • (Intern at MSRA, 2014 Summer) News topic recommendation at Bing front page. [AAAI15]
  • (Intern at Tencent, 2013) Item Recommendation for Returning Users at Tencent.
  • (UG Final Year Thesis, 2011) Duilian system (Chinese:智能对对联) [Tech Report]

Education: (Resume)

Sept. 2013 - Present
    Ph.D. student, CSE, HKUST (Supervisor: Dr. Qiang Yang)
Sept. 2011 - Jun. 2013
    MPhil., CSE, HKUST (Supervisor: Dr. Qiang Yang)
Feb. 2009 – Aug. 2011
    BSc. in Computer Science and BSc. in Applied Mathematics, HKUST
Sept. 2009 - Dec. 2009
    (Exchange) University of Michigan, Ann Arbor
Sept. 2007 – Sept. 2008
    BEng. in Computer Science and Engineering, HKUST

Contact:

  • Home Page: http://zhongqi.me
  • Email: zluab [AT) cse.ust.hk
  • Zhongqi Lu mail addr
  • Facebook
  • Address: Rm4215, CSE Department, HKUST, Kowloon, Hong Kong