Scholar
Qirong Ho
Google Scholar ID: tR3AZbwAAAAJ
Mohamed bin Zayed University of Artificial Intelligence (MBZUAI) and Petuum, Inc
Citations & Impact
Citations
2,937
H-index
19
i10-index
27
Publications
20
Co-authors
27
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Selected publications: 'Pollux: Co-adaptive cluster scheduling for goodput-optimized deep learning' (OSDI 2021); 'Orpheus: Efficient distributed machine learning via system and algorithm co-design' (SoCC 2018).
Research Experience
- Assistant Professor at Mohamed bin Zayed University of Artificial Intelligence (MBZUAI); Co-founder and CTO at Petuum; Played key roles in multiple projects including Alpa, AdaptDL, and Tuun.
Education
- PhD from Carnegie Mellon University in 2014; Advisor: Eric P. Xing.
Background
- Research interests: Distributed software systems for Machine Learning at Big Data and Big Model scales, with a focus on performance guarantees, theoretical correctness, and practical needs like robustness, programmability, and usability. Professional field: ML systems.
Miscellany
- Personal website: https://skylerhallinan.com/; LinkedIn and Google Scholar profiles; Organizer of the 2nd CASL Workshop (on Applications of AI at Scale); The lab is looking for postdocs in areas such as ML systems, ML for Healthcare, and ML for Computational Biology.
