Research output per year
Research output per year
Computer Systems, Machine Learning, and Data Management
PhD in Computer Science, Imperial College London, UK, 2018.
Luo Mai is a Reader (Associate Professor) in the School of Informatics at the University of Edinburgh, where he leads the Large-Scale Machine Learning Systems Group. He also co-leads the UK EPSRC Centre for Doctoral Training in Machine Learning Systems and a UK ARIA project on Scaling AI Compute.
His research group works across the full stack of machine learning systems—from models and data to systems and software—pursuing co-designs that can collectively achieve a 1000× leap in efficiency, scalability, and reliability. His work has been recognized with research awards and rising-star honors from both academia and industry. He is passionate about open-source and knowledge exchange, and has co-founded open-source AI system libraries that have collectively received over 20,000 GitHub stars, as well as co-edited the open-source textbook Machine Learning Systems: Design and Implementation.
Before joining Edinburgh, he was a Research Associate at Imperial College London, working with Peter Pietzuch, and a Visiting Researcher at Microsoft Research. His PhD, supervised by Paolo Costa and Alexander L. Wolf, was supported by a Google Fellowship in Cloud Computing.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Research output: Working paper › Preprint
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Mai, L. (Principal Investigator), Mai, L. (Principal Investigator), Ponti, E. (Principal Investigator), Brown, N. (Co-investigator), Grot, B. (Co-investigator), Jackson, A. (Co-investigator) & Li, W. (Co-investigator)
Advanced Research and Invention Agency
6/08/25 → 31/03/29
Project: Research
Mai, L. (Principal Investigator) & O'Boyle, M. (Co-investigator)
1/10/24 → 30/09/29
Project: Research
Mai, L. (Principal Investigator), Cao, Y. (Co-investigator) & Li, W. (Co-investigator)
1/10/25 → 31/03/26
Project: Research
Barbalace, A. (Principal Investigator), Shaikhha, A. (Co-investigator), Mai, L. (Co-investigator), Marina, M. (Co-investigator), O'Boyle, M. (Co-investigator) & Garcia-Patron Sanchez, R. (Co-investigator)
1/04/23 → 31/03/26
Project: Research
Ren, J. (Creator), Feng, X. (Creator), Liu, B. (Creator), Pan, X. (Creator), Fu, Y. (Creator), Mai, L. (Creator) & Yang, Y. (Creator), Zenodo, 10 Nov 2023
Dataset
Ren, J. (Creator), Feng, X. (Creator), Liu, B. (Creator), Pan, X. (Creator), Fu, Y. (Creator), Mai, L. (Creator) & Yang, Y. (Creator), Zenodo, 12 May 2023
DOI: 10.5281/zenodo.7928687, https://zenodo.org/record/7928687 and 7 more links, https://zenodo.org/record/7406404, https://zenodo.org/record/7643780, https://zenodo.org/record/8257332, https://zenodo.org/record/7050063, https://zenodo.org/record/6972141, https://zenodo.org/record/6906163, https://zenodo.org/record/6642153 (show fewer)
Dataset
21/11/25
1 Media contribution
Press/Media: Research
20/11/25
1 Media contribution
Press/Media: Research
30/01/25
1 Media contribution
Press/Media: Research