Scholar
Xiaohui Yu
Google Scholar ID: TZ91yu8AAAAJ
Professor, York University
Citations & Impact
Citations
2,794
H-index
26
i10-index
51
Publications
20
Co-authors
57
list available
Contact
No contact links provided.
Publications
Resume (English only)
Academic Achievements
- Research results published in top-tier venues such as SIGMOD, VLDB, ICDE, KDD, and TKDE; serves as Associate/Area Editor for TKDE, TKDD, and Information Systems; served as General Co-Chair of ACM SIGKDD 2025; paper 'Selective Cloud Offloading for Accurate and Efficient Object Detection' accepted to ICDM 2025; paper 'Approximating Gradient-Based Influence for Scalable Instruction Data Selection' accepted to CIKM 2025; paper 'Visualization-Oriented Progressive Time Series Transformation' accepted to SIGMOD 2026; Davood Dehghani successfully defended his Master's thesis in July 2025; received NSERC Alliance funding with IBM for the project 'Optimized data compression and scalable verification for efficient data migration' in May 2025.
Research Experience
- Professor and Director at the School of Information Technology, York University; research focuses on designing ML-driven database components, developing algorithms and infrastructures for robust, adaptive, and efficient large-scale ML, and creating data preparation, valuation, and governance frameworks.
Education
- BSc from Nanjing University, China; MPhil from the Chinese University of Hong Kong; PhD from the University of Toronto.
Background
- Research interests: data-centric artificial intelligence, particularly how data quality, management, and representation shape the effectiveness and reliability of machine learning systems. Professional fields include Information Systems & Technology, Electrical Engineering & Computer Science, and Mathematics & Statistics.
Miscellany
- Looking for self-motivated students to join the research group as PhD/Master's students or Post-doctoral Fellows.
