Xiaohao Cai is a Lecturer (Assistant Professor equivalent) in the School of Electronics and Computer Science at the University of Southampton. He received his PhD degree in mathematics from The Chinese University of Hong Kong in 2012. He afterwards was a Postdoctoral Researcher at the Department of Mathematics of the Technische Universitat Kaiserslautern in Germany. After that he was a Wellcome Trust Research Fellow and Isaac Newton Trust Research Fellow, affiliated with the Department of Plant Sciences, and Department of Applied Mathematics and Theoretical Physics at the University of Cambridge. Thenceforth, before joining Southampton, he was a Research Fellow in the Mullard Space Science Laboratory (MSSL) at University College London (UCL).
He has broad multi-disciplinary research interests in applied mathematics, statistics, and computer science, with main focus and applications in image/signal/data processing, optimisation, machine learning and computer vision.
Google Scholar: click here.
He is happy to consider PhD applications, etc.; more details click here.
PhD in Mathematics, 2012
The Chinese University of Hong Kong, Hong Kong
Master in Mathematics, 2008
Zhejiang University, Hangzhou, China
He has broad multi-disciplinary research interests in applied mathematics, statistics, and computer science, with main focus and applications in
In particular, he is also interested in, but not limited to
and their applications in, but not limited to
2026–Present: Pattern Analysis and Applications (from Springer Nature).
2025–Present: Frontiers in Applied Mathematics and Statistics (from Frontiers).
2021–Present: Software Impacts (from Elsevier).
Conference & Seminar
30-min Talk, Recent Advances in Theories and Applications of Data Science, TSIMF, Sanya, China. 02–06 Dec. 2019
20-min Talk, 27th European Signal Processing Conference (EUSIPCO), A Coruna, Spain. 02–06 Sept. 2019
20-min Talk, Statistical Challenges in 21st Century Cosmology (COSMO21), Valencia, Spain. 22–25 May 2018
45-min Talk, One Day on Compressive Sensing – Advances in theory, algorithms, and applications, Bath, UK. 01 June 2017
30-min Talk, Turing/LMS Workshop – Inverse Problems and Data Science, Edinburgh, UK. 08–10 May 2017
30-min Talk, The Eighth International Conference – Inverse Problems: Modeling and Simulation, Fethiye, Turkey. 23–28 May 2016
50-min Talk, The Third International Workshop on Image Processing Techniques and Applications, incorporating Mathematical Imaging with Biomedical Applications, Liverpool, UK. 06–08 July 2015
5-min Talk, Challenges in Dynamic Imaging Data, Cambridge, UK. 09–11 June 2015
30-min Talk, SIAM Conference on Imaging Science (SIAM-IS14), Hong Kong. 12–14 May 2014
30-min Talk, SPOC 2013 (Int. Conf. Signal Processing, Optimization and Compressed Sensing), Harbin, China. 27–31 Dec. 2013
25-min Talk, 9th Intl. Conf. on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR, 2013), Lund, Sweden. 19–21 Aug. 2013
30-min Talk, 11th European Congress of Stereology and Image Analysis 2013, Kaiserslautern, Germany. 08–12 July 2013
30-min Talk, The 9th East Asia SIAM Conference (EASIAM 2013), Bandung, Indonesia. 18–20 June 2013
15-min Talk, Student Paper Competition, IEEE-EMBS Hong Kong Chapter, HKPC Building, Hong Kong. 20 Aug. 2011
1-hour Talk, The School of Mathematics & Statistics, University of Glasgow, Glasgow, UK. 20 Nov. 2019
20-min Talk, Department of Physics and Mathematics, Nottingham Trent University, Nottingham, UK. 19 Nov. 2019
40-min Talk, School of Electronics and Computer Science, University of Southampton, Southampton, UK. 15 Nov. 2019
40-min Talk, Department of Mathematical Sciences, University of Essex, Colchester, UK. 13 Nov. 2019
1-hour Talk, DAMTP, Cambridge University, Cambridge, UK. 11 Nov. 2019
30-min Talk, College of Engineering, Mathematics and Physical Sciences, University of Exeter, Exeter, UK. 01 July 2019
10-min Talk, (Astro Jamboree), Mullard Space Science Laboratory, University College London, Surry, UK. 13 Dec. 2018
1-hour Talk, DAMTP, Cambridge University, Cambridge, UK. 03 June 2016
1-hour Talk, Mullard Space Science Laboratory, University College London, Surry, UK. 13 May 2016
30-min Talk, Department of Computer Science, University of Dundee, Dundee, UK. 25 Feb. 2015
30-min Talk, Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK. 27 Jan. 2015
1-hour Talk, Department of Mathematics, Hong Kong Baptist University, Hong Kong. 22 Dec. 2014
25-min Talk, Division of Medical Physics, University of Leeds, Leeds, UK. 03 Dec. 2014
30-min Talk, VoxTox Progress Meeting, Cambridge University, Cambridge, UK. 08 Oct. 2014
25-min Talk, Young Scientist Award Competition, Hong Kong Institution of Science, Hong Kong. 06 Nov. 2013
1-hour Talk, Department of Mathematics, National University of Singapore, Singapore. 25 June 2013
1-hour Talk, Institute of Biomathematics and Biometry of Helmholtz Zentrum Muenchen, Munich, Germany. 14 May 2012
1-hour Talk, Department of Mathematics, Technische Universit"at Kaiserslautern, Kaiserslautern, Germany. 08 May 2012
Conference | Workshop
Uncertainty quantification and computational imaging workshop, Edinburgh, UK. 23–24 Apr. 2018}
Variational methods and effective algorithms for imaging and vision, Cambridge, UK. (29th Aug 2017–20th Dec 2017). 05–08 Nov. 2017
Poster, Workshop on New Mathematical Methods in Computational Imaging, Edinburgh, UK. 29 June 2017
Poster, 3rd UCL Workshop on the Theory of Big Data, London, UK. 26–28 June 2017
Poster, International BASP Frontiers workshop, Villars-sur-Ollon, Switzerland. 29 Jan.–03 Feb. 2017
SKA – Delivering the Science, Cambridge, UK. 12–13 Apr. 2016
SuSTaIn EdgeCutter One Day Workshop on High-dimensional Statistics, Inverse Problems and Convex Analysis, Royal Statistics Society, London, UK. 22 Mar. 2016
Data Science and Health Alan Turing Institute Summit, Cambridge, UK. 21 Sept. 2015
Software Carpentry Workshop, London, UK. 18–19 June 2015
Computational Radiotheray Symposium, Cambridge, UK. 17 June 2015
Cambridge SIAM Chapter Launch Conference, Cambridge, UK. 27 Apr. 2015
Plant Sciences Department Research Day, Cambridge, UK. 11 Dec. 2014
NC3Rs Follow-up Meeting, Oxford, UK. 19–23 Nov. 2014
NC3Rs/POEMS Network Maths Study Group: Apply Mathematics to 3Rs problems, Cambridge, UK. 09–12 Sept. 2014
A symposium to celebrate David Hanke's contribution to teaching and research in the Department, Cambridge, UK. 02 Sept. 2014
Chemical Safety Training, Cambridge, UK. 15 July 2014
Poster, Advances in Mathematical Image Processing (AIP), Annweiler, Germany. 30 Sept.–02 Oct. 2013
International Conference on Scientific Computing: In honor of Prof. Tony F. Chan at his 60th birthday for his contributions to Scientific Computing, Hong Kong. 4–7 Jan. 2012
Opening Workshop of the Forth International Summer School on Numerical Linear Algebra, Guiyang, China. 14–30 July 2011
The 3rd Workshop on Numerical Algebra and Scientific Computation, Hong Kong. 26–27 Mar. 2011