Staff Profile
Dr Mengwei Xu
Lecturer in Computing
- Email: mengwei.xu@ncl.ac.uk
- Telephone: 0191 208 7972
- Personal Website: https://mengweixu.netlify.app/
- Address: School of Computing
Urban Science Building
Newcastle University
NE4 5TG
I am a lecturer at the group of Advanced Model-Based Engineering and Reasoning (AMBER) in the School of Computing from Sep 2023. Before joining Newcastle University, I was a Research Fellow at the Autonomy and Verification Group at the University of Manchester (Jan 2023 - August 2023) and a Research Associate at the Formal Analysis, Theory and Algorithms Group at the University of Glasgow (June 2020 - Dec 2022). I obtained my Ph.D. at the University of Bristol in autonomous agent systems in 2020. For more information and my publications, please visit https://mengweixu.netlify.app.
Area of expertise: Autonomous systems, Automated decision-making, Formal verification and synthesis.
Mengwei's expertise is in designing, developing, and analysing autonomous agent systems, in particular, the rational agent, e.g. Beliefs-Desires-Intentions agents. Mengwei is particularly interested in designing and analysing autonomous systems that require increasingly important yet traditionally non-functional requirements such as trustworthiness, transparency, explainability, ethics, and privacy.
CSC1035-1036: Programming Portfolio
CSC3094: Major Project and Dissertation in Computer Science
CSC3094: co-Theme Leader for Frontiers of Computing Theory
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Articles
- Archibald B, Calder M, Sevegnani M, Xu M. Quantitative Modelling and Analysis of BDI Agents. Software and Systems Modeling 2024, 23, 343-367.
- Archibald B, Sevegnani M, Xu M. Modelling and verifying BDI agents under uncertainty. Science of Computer Programming 2025, 242, 103254.
- Archibald B, Calder M, Sevegnani M, Xu M. Modelling and Verifying BDI Agents with Bigraphs. Science of Computer Programming 2021, 215, 102760.
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Conference Proceedings (inc. Abstracts)
- Xu M, Dennis L, Mustafa M. Safeguard Privacy for Minimal Data Collection with Trustworthy Autonomous Agents. In: 23rd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2024). 2024, Auckland, New Zealand: ACM.
- Xu M, Lumley T, Fraga Pereira R, Meneguzzi F. A Practical Operational Semantics for Classical Planning in BDI Agents. In: 27th European Conference on Artificial Intelligence (ECAI 2024). 2024, Santiago de Compostela, Spain: IOS Press.