Yu Su

About Me

Yu Su

I'm a Ph.D. student in the Department of Computer Science at University of California, Santa Barbara. I'm fortunately advised by Professor Xifeng Yan. Before coming to UC Santa Babara, I received my bachelor degree from the Department of Computer Science and Technology, Tsinghua University in 2012. I have spent some fun time interning in IBM T.J. Watson Research Center (2015), Microsoft Research Redmond (2016), and U.S. Army Research Laboratory (2015 and 2016).

I have broad interests in understanding formal knowledge, free text, and their interplay. Specifically, I have been working on natural language interaction/question answering for knowledge bases, web tables, and web APIs, using machine learning (deep learning in particular) and natural language processing techniques. I'm also interested in general graph problems like graph kernels.

What's New

  • 08/2017: I will serve in the Program Committee of WWW'18
  • 08/2017: Paper on natural language interface to web API from zero user and data accepted to CIKM'17.
  • 07/2017: Tutorial on Construction and Querying of Large-Scale Knowledge Bases accepted to CIKM'17. See you in Singapore!
  • 06/2017: Three papers on semantic parsing/QA accepted to EMNLP'17. Thanks to my collaborators!
  • 06/2017: Started summer internship in Microsoft Research
  • 04/2017: I will serve in the Program Committee of CIKM'17
  • 03/2017: Attended a project meeting at UIUC and gave a talk on unsupervised document categorization
  • 03/2017: I will serve in the Program Committee of NLPCC'17
  • 02/2017: I will serve in the Program Committee of EMNLP'17
  • 01/2017: I will serve in the Program Committee of ACL'17
  • 11/2016: Attended EMNLP'16 in Austin, US
  • 09/2016: Our QA dataset GraphQuestions v1 is released. Check it out!
  • 09/2016: Two papers on knowledge base question answering got accepted to EMNLP'16!
  • 09/2016: Attended the Bay Area Deep Learning School, Stanford
  • 06/2016: Started summer internship in Microsoft Research, Redmond

Publications

     Preprints

  • Global Relation Embedding for Relation Extraction
    Yu Su*, Honglei Liu*, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan. [paper] [code] (*: Equal Contribution)

     Refereed Publications

  • Building Natural Language Interfaces to Web APIs
    Yu Su, Ahmed Hassan Awadallah, Patrick Pantel, Michael Gamon, Madian Khabsa, Mark Encarnacion. In Proc. of the ACM International Conference on Information and Knowledge Management, 2017 (CIKM’17) [paper to appear]
  • Cross-domain Semantic Parsing via Paraphrasing
    Yu Su, Xifeng Yan. In Proc. of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP’17) [paper]
  • An End-to-End Deep Framework for Answer Triggering with a Novel Group-Level Objective
    Jie Zhao, Yu Su, Ziyu Guan, Huan Sun. In Proc. of the 2017 Conference on Empirical Methods in Natural Language Processing, short (EMNLP’17) [paper to appear]
  • Recovering Question Answering Errors via Query Revision
    Semih Yavuz, Izzeddin Gur, Yu Su, Xifeng Yan. In Proc. of the 2017 Conference on Empirical Methods in Natural Language Processing, short (EMNLP’17) [paper to appear]
  • On Generating Characteristic-rich Question Sets for QA Evaluation
    Yu Su, Huan Sun, Brian Sadler, Mudhakar Srivatsa, Izzeddin Gur, Zenghui Yan, Xifeng Yan. In Proc. of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP’16) [paper] [appendix] [data]
  • Improving Semantic Parsing via Answer Type Inference
    Semih Yavuz, Izzeddin Gur, Yu Su, Mudhakar Srivatsa, Xifeng Yan. In Proc. of the 2016 Conference on Empirical Methods in Natural Language Processing, oral (EMNLP’16) [paper]
  • A Fast Kernel for Attributed Graphs
    Yu Su, Fangqiu Han, Richard E. Harang, Xifeng Yan. In Proc. of the SIAM International Conference on Data Mining, 2016, oral (SDM’16) [paper] [appendix] [slides] [poster]
  • Table Cell Search for Question Answering
    Huan Sun, Hao Ma, Xiaodong He, Wen-Tau Yih, Yu Su, Xifeng Yan. In Proc. of the International World Wide Web Conference, 2016, oral (WWW’16) [paper]
  • Visual Graph Query Formulation and Exploration: A New Perspective on Information Retrieval at the Edge
    Sue Kase, Michelle Vanni, Joanne Knight, Yu Su, Xifeng Yan. In Proc. of SPIE 9851, Next-Generation Analyst IV, 2016 (SPIE Defense+Security’16)
  • Exploiting Relevance Feedback in Knowledge Graph Search
    Yu Su, Shengqi Yang, Huan Sun, Mudhakar Srivatsa, Sue Kase, Michelle Vanni, Xifeng Yan. In Proc. of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015, oral (KDD’15) [paper] [slides] [poster] [data]
  • On the Validity of Geosocial Mobility Traces
    Zengbin Zhang, Lin Zhou, Xiaohan Zhao, Gang Wang, Yu Su, Miriam Metzger, Haitao Zheng, and Ben Y. Zhao. In Proc. of the ACM Workshop on Hot Topics in Networks, 2013 (HotNets’13) [pdf]

     Tutorials

  • Construction and Querying of Large-scale Knowledge Bases
    Xiang Ren, Yu Su, Xifeng Yan. In Proc. of the ACM International Conference on Information and Knowledge Management, 2017 (CIKM’17)

Experience

  • 06/2017 - 09/2017: Research intern at Microsoft Research, Redmond, mentored by Dr. Ahmed Hassan Awadallah
  • 06/2016 - 09/2016: Research intern at Microsoft Research, Redmond, mentored by Dr. Ahmed Hassan Awadallah, Dr. Patrick Pantel, and Dr. Michael Gamon
  • 05/2015 - 06/2015, 09/2015 - 11/2015, 05/2016 - 06/2016: Research intern at U.S. Army Research Laboratory, mentored by Dr. Brian Sadler and Dr. Michelle Vanni
  • 06/2015 - 09/2015: Research intern at IBM T.J. Watson Research Center, mentored by Dr. Mudhakar Srivatsa
  • 07/2011 - 09/2011: Undergraduate research assistant at University of Notre Dame, mentored by Prof. Xiaobo Sharon Hu

Service

  • Program Committee: WWW'18, ACL'17, EMNLP'17, NLPCC'17, CIKM'17
  • Reviewer: TKDE, ISJ
  • External Reviewer: KDD'17, WWW'17, EMNLP’16, CIKM’16, ICDM’16, VLDB’15, VLDB’14, ICDM’13, KAIS, TKDD, DMKD

Teaching

Awards

  • NSF-funded SDM Travel Award, 2016
  • LINK Lab Fellowship, 2012 (UCSB)
  • Outstanding Graduate, 2012 (Tsinghua University)
  • National Endeavor Fellowship, 2009 and 2011 (Tsinghua University)
  • Outstanding Freshman, 2008 (Tsinghua University)

Contact

  • Email: %s@cs.ucsb.edu % 'ysu'
  • Mail Address: 6920 Whittier Dr, Apt 130, Goleta, CA, 93117