Projects per year
Personal profile
University web profile link
Research interests
Dr Xing Liang is a Senior Lecturer in Computer Science and Founder and Head of the Quantum AI (QAI) Research Group. She is also a Royal Academy of Engineering (RAEng) Leverhulme Trust Research Fellow (2026–2027) and an RAEng Academic Champion (2024–2027).
Her research focuses on hybrid quantum–classical machine learning, quantum-inspired AI, and classical artificial intelligence, with an emphasis on developing practical solutions to complex real-world problems.
Her current research interests include quantum machine learning for financial time-series forecasting, sustainable energy optimisation and intelligent security; cyber-physical systems security, including intrusion detection, anomaly detection and zero-trust architectures; social media security, including fake news, deepfake detection and information trustworthiness; and AI for healthcare, particularly computer vision-based dementia assessment and medical diagnosis.
Her broader interests include computer vision, sign-language recognition, object detection, Internet of Things, heterogeneous networks, e-commerce fraud detection, and AI-assisted thermal system modelling. Over the past 15 years, she has contributed to a range of EU- and UK-funded research projects, including H2020 ENSURESEC, H2020 EUNOMIA, EPSRC COMCORD, IST FIFTH, IST SatNEx, and the Dunhill Medical Trust-funded ATDA-BSL project.
Related documents
Education/Academic qualification
Recognised by Advance HE as an Associate Fellow against Descriptor 1 of the UKPSF
Recognised by Advance HE as a Fellow against Descriptor 2 of the UKPSF
Doctorate
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
-
Compression-Driven Anomaly Detection in Brain MRI Using an Interpretable Quantum Autoencoder
Ganguly, S. (PI), Liang, X. (CoPI) & Makris, D. (CoPI)
Project: Research
-
Spectral Geometry and Bosonic-Bloch Probes: Explorations in Quantum Learning
Ganguly, S. (PI), Liang, X. (CoPI) & Makris, D. (CoPI)
Project: Research
-
Deepfake Detection
Liang, X. (PI), Nebel, J.-C. (CoI), Greenhill, D. (CoI), Edwards, P. (Researcher) & Badr, N. (Researcher)
6/03/23 → …
Project: Research
-
Quantum Machine Learning
Liang, X. (PI), Makris, D. (CoI), Waller, J. (Researcher), Goldsmith, D. (Researcher), Ganguly, S. (Researcher) & Revin, E. (Researcher)
28/03/24 → 1/10/32
Project: Research
-
ACE-CSE: Academic Centre of Excellence in Cyber Security Education - Gold award
Pfluegel, E. (CoPI), GC, D. (CoPI), Arshad, R. (Researcher), Heartfield, R. (Associated), Liang, X. (Researcher), Omego, A. (Researcher), Philip, N. (Researcher), Politis, C. (Researcher), Tunnicliffe, M. (Researcher), Usman, M. R. (Researcher), Yuan, H. (Researcher), Chapman, D. (Researcher), Fathulla, K. (Researcher), Harmer, S. (Researcher), Nebel, J.-C. (Researcher), Alani, A. (Associated) & Brujic-Okretic, V. (Associated)
10/03/26 → 9/03/31
Project: Research & KE
-
Experimental investigation on operating strategies of a cooling system combined phase change cold storage with evaporation for data centers
Yang, Z., Zhang, Z., Zhou, J., Liao, J., Yi, X., Liang, X., Wu, H., Mao, R. & Lei, Y., 28 Sept 2026, In: Journal of Building Engineering. 132, 117438.Research output: Contribution to journal › Article › peer-review
-
Numerical study on cooling performance and structural optimization of a phase change cold storage assisted air conditioning system for data centers
Yang, Z., Zhang, Z., Zhou, J., Yi, X., Liang, X., Wu, H. & Mao, R., 30 Nov 2026, In: Journal of Energy Storage. 179, A, 123848.Research output: Contribution to journal › Article › peer-review
-
Brain-inspired quantum machine learning architecture and its benchmarking on astronomical classification
Pandey, S. S., Mondal, M., Liang, X., Kalyvas, C., Makris, D. & Wu, H., Oct 2026, In: Astronomy and Computing. 57, 101168.Research output: Contribution to journal › Article › peer-review
Open Access -
FRLD-DF: frequency ring-guided LoRA adaptation of DINOv2 vision transformer for generalizable deepfake detection
Badr, N. E. A., Liang, X., Nebel, J.-C. & Greenhill, D., 17 Jun 2026, 2026 IEEE 20th International Conference on Automatic Face and Gesture Recognition (FG). Piscataway, U.S.: Institute of Electrical and Electronics Engineers, (International Conference on Automatic Face and Gesture Recognition).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile10 Downloads (Pure) -
Heat-triggered self-powered thermal cells for autonomous fire sensing and emergency power generation
Shen, C., Shi, F., Xiao, H., Zhao, Z., Hu, Q., Liang, X., Wu, H., Du, X. & Chi, C., 6 May 2026, In: ACS Applied Materials and Interfaces. 18, 17, p. 24492-24502 11 p.Research output: Contribution to journal › Article › peer-review
Press/Media
Profiles
-
Nour Badr
- Faculty of Engineering, Computing & the Environment - Research Associate
- Faculty General (ECE)
Person: Research G1-7