About me

I am a third-year Ph.D. student at MIT EECS, and a member of the NLP Group at CSAIL. My research advisor is Prof. Regina Barzilay. Currently, I am interested in designing data-efficient machine learning methods for NLP applications.

Before coming to MIT, I was an undergraduate at Tsinghua University, working with Prof. Jie Tang.

Publications

  • GraphIE: A Graph-Based Framework for Information Extraction
    Yujie Qian, Enrico Santus, Zhijing Jin, Jiang Guo, Regina Barzilay
    NAACL 2019
    [paper] [code]

  • Trust Relationship Prediction in Alibaba E-Commerce Platform
    Yukuo Cen, Jing Zhang, Gaofei Wang, Yujie Qian, Chuizheng Meng, Zonghong Dai, Hongxia Yang, Jie Tang
    IEEE Transaction on Knowledge and Data Engineering (TKDE) 2019
    [paper]

  • Weakly Learning to Match Experts in Online Community
    Yujie Qian, Jie Tang, Kan Wu
    IJCAI 2018
    [paper] [software]

  • A Probabilistic Framework for Location Inference from Social Media
    Yujie Qian, Jie Tang, Zhilin Yang, Binxuan Huang, Wei Wei, Kathleen M. Carley
    [preprint] [code]

  • Feature Engineering and Ensemble Modeling for Paper Acceptance Rank Prediction
    Yujie Qian*, Yinpeng Dong*, Ye Ma*, Hailong Jin, Juanzi Li (*indicates equal contribution)
    KDD Cup Workshop 2016 (2nd place)
    [paper]

Services

  • Reviewer: ACL (2019, 2020), EMNLP 2019, NAACL 2019, ICML 2020, AAAI 2019

Awards

  • Outstanding Graduate, Tsinghua University, 2017
  • Outstanding Bachelor’s Thesis, Tsinghua University, 2017
  • 2nd Place, KDD Cup Competition, 2016
  • Comprehensive Excellence Scholarship, Tsinghua University, 2016
  • National Scholarship, Ministry of Education of China, 2015
  • Gold Medal, ACM/ICPC Asia Regional (Xi’an), 2014
  • Gold Medal, China National Olympiad in Informatics, 2012