Dr Xuyun Zhang

PhD, Computer and Information Science, University of Technology Sydney, Australia, 2014

Biography

Dr Xuyun (Sean) Zhang is a lecturer in the Department of Electrical, Computer, and Software Engineering at the University of Auckland, New Zealand. Prior to his current appointment, he worked as a postdoctoral fellow in the Machine Learning Research Group of NICTA (currently Data61, CSIRO) in Australia. He received his PhD degree from University of Technology, Sydney (UTS, Australia) in 2014, as well as his ME and BS degrees in Computer Science from Nanjing University (China) in 2011 and 2008, respectively.

His primary research interests include big data, cloud/edge computing, scalable machine learning & data mining, data privacy & cybersecurity,  IoT and fog computing, and Web service technology.

Research | Current

His current research is mainly in scalable and secure big data analytics with cloud/edge computing infrastructure, specifically in anomaly/outlier, parallel and distributed algorithms design, scalable machine learning & data mining, big data privacy protection, and cybersecurity.

Research Groups

  • Scalable and Secure MachIne Learning in Engineering (S2MILE) group
  • Parallel and Reconfigurable Computing group
  • Embedded Systems group

Teaching | Current

SOFTENG206/306 - Software Engineering Design (I/II)

SOFTENG754 - Requirements Engineering

SOFTENG753 - Bayesian Machine Learning

COMPSYS704 - Advanced embedded systems

Postgraduate supervision

Ph.D. Students

  • Hongsheng Hu
  • Haolong Xiang
  • Zeyu Zhang
  • Sang Nguyen
  • Sibghat Bazai
  • Hongyu Sun

Distinctions/Honours

  • 2019 Early-Career Research Excellence Award (ECREA), The University of Auckland
  • 2015 Chancellor's Award for best PhD thesis, University of Technology Sydney
  • 2012 Chinese Government Award for Outstanding Self-Financed Student Abroad, China Scholarship Council

Committees/Professional groups/Services

General co-chair

  • The 9th EAI International Conference on Cloud Computing (CloudComp’19)

PC co-chair

  • The 11th International Conference on Mobile Computing and Ubiquitous Networking (ICMU’18)
  • Australasian Information Security Conference (AISC 2017), as part of Australasian Computer Science Week (ACSW 2017)

Guest co-editor

  • Special issue of IEEE Transactions on Emerging Topics in Computational Intelligence on “Privacy and Security in Computational Intelligence”, 2019
  • Special issue of Concurrency and Computation: Practice and Experience on “Recent Advance in Security and Privacy for Smart Society”, 2018

Selected publications and creative works (Research Outputs)

  • Xu, X., Zhang, X., Gao, H., Xue, Y., Qi, L., & Dou, W. (2019). BeCome: Blockchain-Enabled Computation Offloading for IoT in Mobile Edge Computing. IEEE Transactions on Industrial Informatics, online first10.1109/TII.2019.2936869
  • Qi, L., He, Q., Chen, F., Dou, W., Wan, S., Zhang, X., & Xu, X. (2019). Finding All You Need: Web APIs Recommendation in Web of Things Through Keywords Search. IEEE Transactions on Computational Social Systems10.1109/TCSS.2019.2906925
  • Zhang, X., Qi, L., Dou, W., He, Q., Leckie, C., Ramamohanarao, K., & Salcic, Z. (2017). MRMondrian: Scalable multidimensional anonymisation for big data privacy preservation. IEEE Transactions on Big Data (99).10.1109/TBDATA.2017.2787661
    Other University of Auckland co-authors: Zoran Salcic
  • Zhang, X., Dou, W., He, Q., Zhou, R., Leckie, C., Kotagiri, R., & Salcic, Z. (2017). LSHiForest: A generic framework for fast tree isolation based ensemble anomaly analysis. Data Engineering (ICDE), 2017 IEEE 33rd International Conference on, 983-994. San Diego, USA. 10.1109/ICDE.2017.145
    URL: http://hdl.handle.net/2292/39794
    Other University of Auckland co-authors: Zoran Salcic

Identifiers

Contact details

Primary office location

BUILDING 903 - Bldg 903
Level 3, Room 344
262 KHYBER PASS
NEWMARKET
AUCKLAND 1023
New Zealand

Web links