Elias B. Khalil

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Bistra DilkinaAssoc. Professor of Computer Science and co-Director of the Center for AI in Society, USCVerified email at usc.edu
Le SongBiomap, Mohamed bin Zayed University of Artificial IntelligenceVerified email at biomap.com
Andrea LodiCornell Tech and Technion -- IITVerified email at cornell.edu
George NemhauserProfessor, Georgia Institute of TechnologyVerified email at isye.gatech.edu
Hanjun DaiGoogle DeepMindVerified email at google.com
Christopher MorrisRWTH Aachen UniversityVerified email at cs.rwth-aachen.de
Scott SannerUniversity of TorontoVerified email at mie.utoronto.ca
Pierre Le BodicSenior Lecturer in the faculty of IT, Monash UniversityVerified email at monash.edu
Bo TangPh.D Student of University of TorontoVerified email at mie.utoronto.ca
Petar VeličkovićSenior Staff Research Scientist, Google DeepMind | Affiliated Lecturer, University of CambridgeVerified email at google.com
Quentin CappartAssociate Professor at Polytechnique MontrealVerified email at polymtl.ca
Cari WhyneVerified email at sunnybrook.ca
Pashootan VaezipoorUniversity of TorontoVerified email at cs.toronto.edu
Rakshit TrivediMassachusetts Institute of TechnologyVerified email at csail.mit.edu
Shabbir AhmedProfessor of Industrial & Systems Engineering, Georgia Institute of TechnologyVerified email at isye.gatech.edu
Justin DumouchellePhD Student, University of TorontoVerified email at mail.utoronto.ca
Rahul PatelPhD Student, University of TorontoVerified email at mail.utoronto.ca
Amrita GuptaConservation Science PartnersVerified email at gatech.edu
Merve BodurSchool of Mathematics, University of EdinburghVerified email at ed.ac.uk

Elias B. Khalil

Assistant Professor, University of Toronto

Verified email at mie.utoronto.ca - Homepage

discrete optimization machine learning integer programming


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Learning combinatorial optimization algorithms over graphs E Khalil, H Dai, Y Zhang, B Dilkina, L Song Advances in neural information processing systems 30, 2017	1820	2017
Learning to Branch in Mixed Integer Programming EB Khalil, P Le Bodic, L Song, G Nemhauser, B Dilkina AAAI, 2016	483	2016
Combinatorial optimization and reasoning with graph neural networks Q Cappart, D Chételat, EB Khalil, A Lodi, C Morris, P Veličković Journal of Machine Learning Research 24 (130), 1-61, 2023	411	2023
Learning Feature Engineering for Classification. F Nargesian, H Samulowitz, U Khurana, EB Khalil, DS Turaga Ijcai 17, 2529-2535, 2017	381	2017
The impact of private autonomous vehicles on vehicle ownership and unoccupied VMT generation W Zhang, S Guhathakurta, EB Khalil Transportation Research Part C: Emerging Technologies 90, 156-165, 2018	225	2018
Fake news mitigation via point process based intervention M Farajtabar, J Yang, X Ye, H Xu, R Trivedi, E Khalil, S Li, L Song, H Zha International conference on machine learning, 1097-1106, 2017	217	2017
Learning to Run Heuristics in Tree Search. EB Khalil, B Dilkina, GL Nemhauser, S Ahmed, Y Shao Ijcai, 659-666, 2017	180	2017
Scalable diffusion-aware optimization of network topology EB Khalil, B Dilkina, L Song Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014	168	2014
Hybrid models for learning to branch P Gupta, M Gasse, E Khalil, P Mudigonda, A Lodi, Y Bengio Advances in neural information processing systems 33, 18087-18097, 2020	144	2020
Systems and methods for using event-correlation graphs to detect attacks on computing systems K Roundy, F Guo, S Bhatkar, T Cheng, J Fu, ZK Li, D Shou, S Sawhney, ... US Patent 9,141,790, 2015	97	2015
Learning to schedule heuristics in branch and bound A Chmiela, E Khalil, A Gleixner, A Lodi, S Pokutta Advances in Neural Information Processing Systems 34, 24235-24246, 2021	68	2021
Generating graph snapshots from streaming edge data S Soundarajan, A Tamersoy, EB Khalil, T Eliassi-Rad, DH Chau, ... Proceedings of the 25th international conference companion on world Wide Web …, 2016	54	2016
MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers EB Khalil, C Morris, A Lodi The Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22), 2022	52	2022
Combinatorial attacks on binarized neural networks EB Khalil, A Gupta, B Dilkina International Conference on Learning Representations, 2019	52	2019
Llms and the abstraction and reasoning corpus: Successes, failures, and the importance of object-based representations Y Xu, W Li, P Vaezipoor, S Sanner, EB Khalil arXiv preprint arXiv:2305.18354, 2023	48	2023
Pyepo: A pytorch-based end-to-end predict-then-optimize library for linear and integer programming B Tang, EB Khalil Mathematical Programming Computation 16 (3), 297-335, 2024	46*	2024
Systems and methods for adjusting suspiciousness scores in event-correlation graphs A Tamersoy, K Roundy, S Bhatkar, E Khalil US Patent 9,148,441, 2015	44	2015
Classification of driver cognitive load: Exploring the benefits of fusing eye-tracking and physiological measures D He, Z Wang, EB Khalil, B Donmez, G Qiao, S Kumar Transportation research record 2676 (10), 670-681, 2022	43	2022
Machine learning using preoperative patient factors can predict duration of surgery and length of stay for total knee arthroplasty A Abbas, J Mosseri, JR Lex, J Toor, B Ravi, EB Khalil, C Whyne International journal of medical informatics 158, 104670, 2022	40	2022
A deep reinforcement learning framework for column generation C Chi, A Aboussalah, E Khalil, J Wang, Z Sherkat-Masoumi Advances in Neural Information Processing Systems 35, 9633-9644, 2022	35	2022

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