Projects per year
Personal profile
Biography
Dr Xuyun Zhang is currently working as a senior lecturer in School of Computing at Macquarie University in Australia. He worked as a lecturer in The University of Auckland during 2016 ~ 2019 and a postdoc researcher in NICTA (National ICT Australia, now Data61, CSIRO) during 2014 ~ 2016. He got his PhD degree in Computer Science and Technology from University of Technology Sydney (UTS), Australia in 2014, and his Master’s and Bachelor’s degrees in the same major from Nanjing University, China in 2011 and 2008, respectively.
Research interests
He is an early/mid-career researcher with an international track record of research in areas including scalable and secure machine learning, big data privacy and cyber security, big data mining and analytics, cloud/edge/service computing and IoT, etc.
Teaching
Machine Learning Application in Cybersecurity
Data Science
Machine Learing
Test-Driven Software Development
Software Engineering
Education/Academic qualification
Computer and Information Science, PhD, University of Technology Sydney
1 Aug 2011 → 20 Nov 2014
Award Date: 20 Nov 2014
Computer and Science and Technology, Master of Engineering, Nanjing University
1 Sep 2008 → 20 Jun 2011
Award Date: 20 Jun 2011
Computer Science and Technology, Bachelor of Science, Nanjing University
1 Sep 2004 → 20 Jun 2008
Award Date: 20 Jun 2008
Fingerprint
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Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Intelligent Storytelling with Business Data
Beheshti, A., Sheng, M., Wu, J., Yang, J., Zhang, X., Alinejad Rokny, H. & Asghari, P.
3/11/22 → 1/01/27
Project: Research
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Scalable and Extensible Document intelligence Platform
Beheshti, A., Zhang, X., Mans, B., Wu, J., Liu, G., Sheng, M., Yang, J., Asadniaye Fard Jahromi, M., Ghezelbash, D. & Simpson, M.
14/10/22 → 1/01/27
Project: Research
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Intelligent Risk Assessment for Financial Services
Beheshti, A., Wu, J., Alinejad Rokny, H., Zhang, X., Jolfaei, A., Wood, S., Zhou, C., Bu, D. & Liao, Y.
25/06/21 → 1/07/25
Project: Research
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DE21 : Scalable and Deep Anomaly Detection from Big Data with Similarity Hashing
1/01/21 → 31/12/23
Project: Research
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MQCSH: Macquarie University Cyber Security Hub
Kaafar, D., Selvadurai, N., Wiggins, M., Sheedy, E., Asghar, H., Ikram, M., Shevchenko, P., Berkovsky, S., Bayl-Smith, P., Zhang, X., Yang, J., Modabber, S. & Goldbarsht, D.
2/12/16 → …
Project: Research
Research Outputs
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Auditory receptive field net based automatic snore detection for wearable devices
Hu, X., Sun, J., Dong, J. & Zhang, X., May 2023, In: IEEE Journal of Biomedical and Health Informatics. 27, 5, p. 2255-2263 9 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
RePreM: representation pre-training with masked model for reinforcement learning
Cai, Y., Zhang, C., Shen, W., Zhang, X., Ruan, W. & Huang, L., 2023, (Accepted/In press) The Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
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Special issue on privacy, security, and trust in computational intelligence
Zhang, X., Puthal, D. & Yang, C., Feb 2023, In: Computational Intelligence. 39, 1, p. 2-3 2 p.Research output: Contribution to journal › Editorial › peer-review
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A correlation graph based approach for personalized and compatibleWeb APIs recommendation in mobile APP development
Qi, L., Lin, W., Zhang, X., Dou, W., Xu, X. & Chen, J., Jun 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 6, p. 5444-5457 14 p.Research output: Contribution to journal › Article › peer-review
36 Citations (Scopus) -
A cricket-based selection hyper-heuristic for many-objective optimization problems
Anwar, A. A., Younas, I., Liu, G., Beheshti, A. & Zhang, X., 2022, Advanced Data Mining and Applications: 18th International Conference, ADMA 2022, Brisbane, QLD, Australia, November 28–30, 2022, proceedings, part II. Chen, W., Yao, L., Cai, T., Pan, S., Shen, T. & Li, X. (eds.). Cham: Springer, Springer Nature, p. 310-324 15 p. (Lecture Notes in Computer Science; vol. 13726).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
Prizes
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Chinese Government Award for Outstanding Self-Financed Student Abroad
Zhang, Xuyun (Recipient), 2012
Prize
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Activities
- 5 Organising a conference, workshop or event series
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9th EAI International Conference on Cloud Computing
Xuyun Zhang (Organiser)
4 Dec 2019 → 5 Dec 2019Activity: Participating in or organising an event › Organising a conference, workshop or event series
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The 11th International Conference on Mobile Computing and Ubiquitous Networking
Xuyun Zhang (Chair)
2018Activity: Participating in or organising an event › Organising a conference, workshop or event series
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The 15th Australasian Information Security Conference
Xuyun Zhang (Chair)
2017Activity: Participating in or organising an event › Organising a conference, workshop or event series
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The 9th International Symposium on Cyberspace Safety and Security
Xuyun Zhang (Chair)
2017Activity: Participating in or organising an event › Organising a conference, workshop or event series
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8th International Conference on Applications and Techniques in Information Security, ATIS 2017
Xuyun Zhang (Chair)
2017Activity: Participating in or organising an event › Organising a conference, workshop or event series