I am a Ph.D. student in the School of Computing at the University of Utah, advised by Prof. Vivek Srikumar in the Natural Language Processing Group. My research interests centered around natural language processing and machine learning, especially on Semantic Parsing(Abstract Meaning Representation), Dialogue System.

Publications

2019

  • Sun, Shuo*, Tam, Yik-Cheung*, Cao, Jie*, Yan, C., Zuohui, F., Cheng, N., & Jie, Z. (2019). End-to-end Gated Self-attentive Memory Network for Dialog Response Selection. In AAAI DSTC7 Workshop (Equal Contribution).
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2015

  • Ke, X., Jin, H., Xie, X., & Cao, J. (2015). A distributed SVM method based on the iterative MapReduce. In Semantic Computing (ICSC), 2015 IEEE International Conference on (pp. 116–119). IEEE.
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2012

  • Xie, X., Cao, J., Jin, H., Ke, X., & Cao, W. (2012). JRBridge: A framework of large-scale statistical computing for R. In Services Computing Conference (APSCC), 2012 IEEE Asia-Pacific (pp. 27–34). IEEE.
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Teaching

  • TA for CS 6350 Machine Learning Fall 2016
  • TA for CS 6355 Structured Prediction Spring 2018

Research Experience

  • [08/2015 - now ] Research Assistant at NLP Lab, Univeristy of Utah, Salt Lake City
  • [05/2018 - 08/2018] Research Intern at Wechat AI Lab, Palo Alto
    • Our dialogue system based Gated Attentive Memory Network ranked top 2 in DSTC7, and accepted by AAAI 2019.
  • [10/2014 - 07/2015] Assistant Researcher at SOHU RDC Lab, Beijing
    • I worked on data-center scale distributed system, especially on distributed data migration, security, distributed machine learning.
  • [09/2008 - 03/2012] Research Assistant at CGCL Lab, Huazhong University of Science and Technology, Wuhan
    • I worked closely with Prof Xia Xie and Haijin. My research interest are widely around Xen and Xen-ARM virtualization, distributed computing, especially on equipped R language with large scale distributed statistical supports, especially on JVM-based open-sourse data infrastructures, such as Hadoop, Spark.

Work Experience

  • [10/2014 - 07/2015] Assistant Researcher at SOHU RDC Lab, Beijing
    • Hadoop, Spark, Data migration, Data security, Distributed machine learning
  • [07/2013 - 06/2014] Senior Software Engineer, ZUN CLUB (Startup), Beijing
    • Heterogeneous data intergration, Hotel recommendation system.
  • [03/2012 - 06/2013] Software Engineer, Baidu, Beijing
    • Voice Assistant, Mobile Search, Speed optimization, Mobile Anti-Attack
  • [08/2010 - 05/2011] Software Engineer Intern, Alibaba, Hangzhou
    • KV Storage, MySQL, Database Replication, Real-time Computing, Distributed Pub/Sub Data Pipeline.

Prizes & Awards

  • [2010] VMware Cloud Computing Innovation Cup, Top 50
  • [2009] Google Andriod Innovative Idea Sharing Award
  • [2007] “Computer World” Magazine Scholarship
  • [2007] Microsoft ImagineCup
    • Algorithm Challenge, Top 50
    • Visual Gaming Contest, Top 2 in China, 18 th world final.
  • [2006] HUST ACM Programming Contest, Top 3

CV

My CV is Here