Professor Xiaohui Liu
Professor - Computing
Wilfred Brown Building 218
- Email: xiaohui.liu@brunel.ac.uk
- Tel: +44 (0)1895 265989
Summary
Xiaohui Liu is Professor of Computing at Brunel University of London. He has held several visiting positions, including Honorary Pascal Professor at Leiden University (2004), Visiting Scientist at Harvard Medical School (2005), and Visiting Professor at the Chinese Academy of Sciences (2010). A long-standing advocate of Intelligent Data Analysis (IDA), his research has contributed to deep learning from imperfect data, trustworthy multi-objective decision-making, and innovative AI applications in biomedicine and engineering.
Professor Liu has been named a Clarivate Highly Cited Researcher for 11 consecutive years (2014–2024), spanning the fields of Computer Science, Engineering, and Cross-Field research. He has been consistently ranked among the world’s top 2% of scientists by Stanford University (2020–2024). His recent honours include the Daniel Berg Award (2023), the Research.com United Kingdom Leader Award in Computer Science (2023–2025), and the IDA Founders Award (2025).
Newest selected publications
Wang, C., Wang, Z., Dong, H., Lauria, S., Liu, W., Wang, Y., et al. (2025) 'Fusionformer: A Novel Adversarial Transformer Utilizing Fusion Attention for Multivariate Anomaly Detection'. IEEE Transactions on Neural Networks and Learning Systems, 0 (early access). pp. 1 - 14. ISSN: 2162-237X Open Access Link
Xue, Y., Yang, R., Chen, X., Liu, W., Wang, Z. and Liu, X. (2024) 'A Review on Transferability Estimation in Deep Transfer Learning'. IEEE Transactions on Artificial Intelligence, 5 (12). pp. 5894 - 5914.Open Access Link
Islam, T., Miron, A., Nandy, M., Choudrie, J., Liu, X. and Li, Y. (2024) 'Transforming Digital Marketing with Generative AI'. Computers, 13 (7). pp. 1 - 24.Open Access Link
Wen, C., Xue, Y., Liu, W., Chen, G. and Liu, X. (2024) 'Bearing fault diagnosis via fusing small samples and training multi-state Siamese neural networks'. Neurocomputing, 576. pp. 1 - 1. ISSN: 0925-2312
Shen, Y., Wang, Z., Dong, H., Liu, H. and Liu, X. (2024) 'Joint State and Unknown Input Estimation for a Class of Artificial Neural Networks With Sensor Resolution: An Encoding–Decoding Mechanism'. IEEE Transactions on Neural Networks and Learning Systems, 0 (early access). pp. 1 - 11. ISSN: 2162-237X