Wei Emma Zhang

About Me
I am a PhD student in School of Computer Science, The University of Adelaide. My supervisors are Prof. Michael Sheng, and Dr. Kerry Taylor . I got B.E. in Wuhan University and M.E. in Beihang University in China. Then I worked for Nuctech Company Limited as Software Engineer and Thomson Reuters as Senior Software Engineer before I came to Adelaide.


Research Interests
Big Data Analytics, Semantic Web, Machine Learning


Publications

Conferences
  • Wei Emma Zhang, Quan Z. Sheng, M. Ali Babar, Ermyas Abebe and Andi Zhou. Mining Source Code Topics through Topic Model and Words Embedding . In Proc. of the 17th International Conference on Advanced Data Mining and Applications (ADMA 2016). December 12-15 2016, Gold Coast, Australia. To appear.
  • Wei Emma Zhang, Quan Z. Sheng, Kerry Taylor, Yongrui Qin and Lina Yao. Learning-based SPARQL Query Performance Prediction. In Proc. of the 17th International Conference on Web Information Systems Engineering (WISE 2016). November 7-10 2016, Shanghai, China. To appear.
  • Wei Emma Zhang, Mingkui Tan, Quan Z. Sheng, Lina Yao and Qinfeng Shi. Efficient Orthogonal Non-negative Matrix Factorization over Stiefel Manifold. In Proc. of the 25th ACM International Conference on Information and Knowledge Management (CIKM 2016). October 24-28 2016, Indianapolis, USA. To appear.
  • Wei Emma Zhang, Ermyas Abebe, Quan Z. Sheng and Kerry Taylor. Towards Building Open Knowledge Base From Programming Question-Answering Communities. In Proc. of the 15th International Semantic Web Conference (ISWC 2016). October 17-21 2016, Kobe, Japan. (Poster) To appear.
  • Abdullah Alfazi, Quan Z. Sheng, Wei Emma Zhang, Lina Yao and Talal H. Noor. Identification as a Service: Large-Scale Cloud Service Discovery Over the World Wide Web. In Proc. of the 5th IEEE International Congress on Big Data (Big Data Congress 2016). June 27-July 2 2016, San Francisco, USA.
  • Wei Emma Zhang, Quan Z. Sheng, Kerry Taylor, Yongrui Qin, Lina Yao and Ali Shemshadi. SECF: Improving SPARQL Querying Performance with Proactive Fetching and Caching. In Proc. of the 31st ACM Symposium on Applied Computing (SAC 2016). April 4-8 2016, Pisa, Italy.
  • Ali Shemshadi, Quan Z. Sheng, Wei Emma Zhang, Aixin Sun, Yongrui Qin and Lina Yao. Searching for the Internet of Things on the Web: Where It Is and What It Looks Like.CoRR abs/1607.06884 (2016).
  • Wei Emma Zhang, Quan Z. Sheng, Kerry Taylor and Yongrui Qin. Identifying and Caching Hot Triples for Efficient RDF Query Processing. In Proc. of the 20th International Conference on Database Systems for Advanced Applications (DASFAA 2015). April 20-23 2015, Hanoi, Vietnam.
  • Yongrui Qin, Hua Wang, Ji Zhang, Xiaohui Tao, Wei Emma Zhang, Kerry Taylor and Quan Z. Sheng. Efficient Algorithms for Scheduling XML Data in a Mobile Wireless Broadcast Environment. In Proc. of the 21st IEEE International Conference on Parallel and Distributed Systems (ICPADS 2015). December 14-17 2015, Melbourne, Australia.
  • Lina Yao, Xianzhi Wang, Quan Z. Sheng, Wenjie Ruan and Wei Zhang. Service Recommendation for Mashup Composition with Implicit Correlation Regularization. In Proc. of the 22nd IEEE International Conference on Web Services (ICWS 2015). June 27-July 2 2015, New York, USA.
  • Yongrui Qin, Quan Z. Sheng and Wei Emma Zhang. SIEF: Efficiently Answering Distance Queries for Failure Prone Graphs. In Proc. of the 18th International Conference on Extending Database Technology (EDBT 2015). March 23-27 2015, Brussels, Belgium.
  • Yongrui Qin, Quan Z. Sheng, Nickolas J.G. Falkner, Wei Emma Zhang and Hua Wang.Indexing Linked Data in a Wireless Broadcast System with 3D Hilbert Space-Filling Curves. In Proc. of the 23rd ACM Conference on Information and Knowledge Management (CIKM 2014). November 3-7 2014, Shanghai, China.
  • Ali Shemshadi, Quan Z. Sheng and Wei Emma Zhang. A Decremental Search Approach for Large Scale Dynamic Ridesharing. In Proc. of the 15th International Conference on Web Information System Engineering (WISE 2014). October 12-14 2014, Thessaloniki, Greece.
  • Wei Emma Zhang. Graph-based Large Scale RDF Data Compression. In Proc. of the 37th annual international ACM SIGIR conference (SIGIR 2014). Doctoral Consortium. July 6-11 2014, Gold Coast, Australia.

  • Book Chapters
  • Wei Emma Zhang, Quan Z. Sheng. Searching the Big Data: Practices and Experiences in Efficiently Querying Knowledge Bases. In Springer Handbook on Big Data. To appear.


  • Professional Activities
    PC member, The 12th International Conference on Advanced Data Mining and Applications (ADMA 2016), December 12-15, 2015, Gold Coast, Australia.
    Reviewer, IEEE Transactions on Services Computing, August, 2016.
    PC member, Managing the Web of Things: Linking the Real World to the Web (WoT Book 2016).
    Reviewer, The 13th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 2016), Nov 29-Dec 2, 2016, Agadir, Morocco.
    Web Chair, The 14th International Conference on Service Oriented Computing (ICSOC 2016), Oct 10-13, 2016, Banff, Alberta, Canada.
    Publicity Chair, The 6th International Symposium on Internet of Ubiquitous and Pervasive Things (IUPT 2016), May 23-26, 2016, Madrid, Spain.
    PC member, The 21st IEEE International Conference on Parallel and Distributed Systems (ICPADS 2015), December 14-17, 2015, Melbourne, Australia.
    PC member, The 3rd International Conference on Future Internet of Things and Cloud (FICloud 2015), August 24-26, 2015, Rome, Italy.
    Reviewer, IEEE Transactions on Big Data, August, 2015.
    Reviewer, The 5th IEEE International Conference on Big Data and Cloud Computing (BDCloud 2015), August 26-28, 2015, Dalian, China.
    Reviewer, The 12th European Semantic Web Conference (ESWC 2015), May 31- June 4, 2015, Portoroz, Slovenia.
    Reviewer, The 3rd Australasian Web Conference (AWC 2015), January 27-30, 2015, Sydney, Australia.
    Reviewer, The 4th International Conference on Model & Data Engineering (MEDI 2014), September 24-26, 2014, Larnaca, Cyprus.
    Student volunteer of International Semantic Web Conference 2013
    Reading group coordinator 2013-2014


    Awards and Honors
    2016 Research internship in IBM Research (Australia).
    2015 Selected as one of the two representatives to attend 2015 C9-Go8 Ph.D forum, Nanjing, China
    2014 SIGIR 2014 Student Travel Grants.
    2014 CSIRO OCE Postgraduate Scholarship
    2013 Faculty Scholarship of school of Computer Science, University of Adelaide (Only APA-equivalent and no APA in Middle round in 2013)


    Teaching and Tutoring in The University of Adelaide
    Co-Supervisor, COMP SCI 7095 Master Computer Science Research Project. Semester 2, 2015- Semester 2, 2016
    Tutor, Software Engineering in Industry. Semester 1, 2014 and 2016


    Useful Links and Docs
    Professor Baochun Li's ppt The Art of Presentation(about how to do research and give presentation).
    Vannevar Bush's As We May Think(The prediction made 60 years ago of web and other things).
    William Strunk, Jr. 's Elements of Style(about writing: basic dos and don'ts).