Scholar
Elias B. Khalil
Google Scholar ID: juqDWQMAAAAJ
Assistant Professor, University of Toronto
discrete optimization
machine learning
integer programming
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Citations & Impact
All-time
Citations
5,510
H-index
28
i10-index
35
Publications
20
Co-authors
18
list available
Contact
No contact links provided.
Publications
4 items
Large Neighborhood Search meets Iterative Neural Constraint Heuristics
2026
Cited
0
Reinforcement learning with combinatorial actions for coupled restless bandits
2025
Cited
1
Learning to Optimize for Mixed-Integer Non-linear Programming
arXiv.org · 2024
Cited
0
Tackling the Abstraction and Reasoning Corpus with Vision Transformers: the Importance of 2D Representation, Positions, and Objects
Trans. Mach. Learn. Res. · 2024
Cited
5
Resume (English only)
Academic Achievements
- Recipient of an IBM Ph.D. Fellowship (2016-2017)
- First Prize in the poster competition at INFORMS (2017)
- Best Paper Award at the NIPS Workshop on Frontiers of Network Analysis (2013)
Research Experience
- Assistant Professor at the Department of Mechanical & Industrial Engineering starting July 2020
- IVADO Postdoctoral Scholar at Polytechnique Montréal for one year
- Interned at IBM Research and Symantec Research Labs
Education
- PhD in Computational Science and Engineering from Georgia Tech (2019)
- MS in Computer Science from Georgia Tech (2014)
- BS in Computer Science from the American University of Beirut (2012)
Background
Research Interests: Machine learning, integer programming, algorithm design, learning to optimize, combinatorial machine learning; Areas of Expertise: Operations Research, Applied Machine Learning.
Co-authors
18 total
Bistra Dilkina
Assoc. Professor of Computer Science and co-Director of the Center for AI in Society, USC
Andrea Lodi
Cornell Tech and Technion -- IIT
Co-author 3
Scott Sanner
University of Toronto
Co-author 5
Hanjun Dai
Google DeepMind
Christopher Morris
RWTH Aachen University
Cari Whyne
Unknown affiliation
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