Amine Mhedhbi
B.Eng., Ph.D.
Assistant Professor
Department of Computer Engineering and Software Engineering
Department of Computer Engineering and Software Engineering
Student research project(s)
Research interests and affiliations
Research interests
- Data Management Systems
- Multimodal Data Engineering
- Query Processing and Optimization
- Graph-structured Data Management
Affiliation(s)
- FRQ-IVADO Chair in Multimodal Data Engineering, Chairholder
- IVADO – Institute for Data Valorization, Member
- Multidisciplinary institute for cybersecurity and cyber resilience, Member
- Mila – Quebec Artificial Intelligence Institute, Associate member
Expertise type(s) (NSERC subjects)
- 2711 Database management
- 2720 Computer systems software
- 2803 Knowledge representation
Publications
Recent publications
Journal article
Conference paper
Journal article
Conference paper
Yasser, S., Dorbani, A., & Mhedhbi, A. (2026). Factorized and Vectorized Execution: Optimizing Analytical and Semantic Queries over Relations. Proceedings of the ACM on Management of Data, 4(3), 1-26.
Malekpour, M., Riahi, M., Lamothe, M., & Mhedhbi, A. (2026, May). SQLMorph: Query Mutation and Fine-Grained Metrics for Text-to-SQL Evaluation [Paper]. 42nd International Conference on Data Engineering (ICDE 2026), Montréal, QC, Canada.
Dorbani, A., Yasser, S., Lin, J., & Mhedhbi, A. (2025). Beyond Quacking: Deep Integration of Language Models and RAG into DuckDB. Proceedings of the VLDB Endowment, 18(12), 5415-5418.
Maamari, K., Landy, C., & Mhedhbi, A. (2025, January). GenEdit: Compounding Operators and Continuous Improvement to Tackle Text-to-SQL in the Enterprise [Paper]. 15th Annual Conference on Innovative Data Systems Research (CIDR ’25), Amsterdam, The Netherlands.
See all publications (17)
Teaching
• INF3710 - Files and databases
Education
- Ph.D. (University of Waterloo)
Supervision at Polytechnique
COMPLETED
-
Master's Thesis (2)
- Malekpour, M. (2025). Enhancing Text-to-SQL Systems Through LLM Routing and Effective Evaluation [Master's thesis, Polytechnique Montréal].
- Riahi, M. (2025). Leveraging Query Expansion and Augmentation for Text-to-SQL Evaluation [Master's thesis, Polytechnique Montréal].
- Malekpour, M. (2025). Enhancing Text-to-SQL Systems Through LLM Routing and Effective Evaluation [Master's thesis, Polytechnique Montréal].
