Projects per year
Personal profile
Biography
Dr. Michael Sheng is a full Professor and Head of Department of Computing at Macquarie University. Before moving to Macquarie, Michael spent 10 years at School of Computer Science, the University of Adelaide. Michael holds a PhD degree in computer science from the University of New South Wales (UNSW) and did his post-doc as a research scientist at CSIRO ICT Centre. From 1999 to 2001, Sheng also worked at UNSW as a visiting research fellow. Prior to that, he spent 6 years as a senior software engineer in industries.
Prof. Michael Sheng's research interests include Web of Things, Internet of Things, Big Data Analytics, Web Science, Service-oriented Computing, Pervasive Computing, and Sensor Networks. He is the recipient of the AMiner Most Influential Scholar Award on IoT (2019), ARC Future Fellowship (2014), Chris Wallace Award for Outstanding Research Contribution (2012), and Microsoft Research Fellowship (2003).
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Projects
- 13 Active
What Can You Trust in the Large and Noisy Web?
Sheng, M., Yang, J., Zhang, W. & Dustdar, S.
1/05/20 → 30/04/23
Project: Research
Towards a Reliable and Explainable Health Monitoring and Caring System
Ruan, W. & Sheng, M.
1/01/20 → 31/12/22
Project: Other
AI-enabled Industry: challenges and opportunity study
Beheshti, A., Asadniaye Fard Jahromi, M., Sheng, M. & Yang, J.
1/11/19 → 1/11/20
Project: Research
sparc: Digital Health Records Storage and Analysis for Healthcare Provisioning of Global Patients
11/06/19 → 11/06/21
Project: Research
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Research Outputs
Adversarial attacks on deep-learning models in natural language processing: a survey
Zhang, W. E., Sheng, Q. Z., Alhazmi, A. & Li, C., Apr 2020, In : ACM Transactions on Intelligent Systems and Technology. 11, 3, 41 p., 24.Research output: Contribution to journal › Review article
Open Access
1
Citation
(Scopus)
A short survey of pre-trained language models for conversational AI: a New Age in NLP
Zaib, M., Sheng, Q. Z. & Emma Zhang, W., 2020, Proceedings of the Australasian Computer Science Week Multiconference 2020, ACSW 2020. New York: Association for Computing Machinery (ACM), a11Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution
A system for effectively predicting flight delays based on IoT data
Aljubairy, A., Zhang, W. E., Shemshadi, A., Mahmood, A. & Sheng, Q. Z., 6 Feb 2020, In : Computing. 24 p.Research output: Contribution to journal › Article
Complex network-based web service for Web-API discovery
Adeleye, O., Yu, J., Yongchareon Yongchareon, S., Han, Y. & Sheng, Q., 2020, Proceedings of the Australasian Computer Science Week Multiconference 2020, ACSW 2020. New York: Association for Computing Machinery (ACM), 10 p. 18. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution
Design architectures for energy harvesting in the Internet of Things
Zeadally, S., Shaikh, F. K., Talpur, A. & Sheng, Q. Z., Aug 2020, In : Renewable and Sustainable Energy Reviews. 128, 22 p., 109901.Research output: Contribution to journal › Review article