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Elias B. Khalil
Elias B. Khalil
Assistant Professor, University of Toronto
Adresă de e-mail confirmată pe mie.utoronto.ca - Pagina de pornire
Titlu
Citat de
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Learning combinatorial optimization algorithms over graphs
E Khalil, H Dai, Y Zhang, B Dilkina, L Song
Advances in neural information processing systems 30, 2017
19022017
Learning to Branch in Mixed Integer Programming
EB Khalil, P Le Bodic, L Song, G Nemhauser, B Dilkina
AAAI, 2016
5022016
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
4452023
Learning Feature Engineering for Classification.
F Nargesian, H Samulowitz, U Khurana, EB Khalil, DS Turaga
Ijcai 17, 2529-2535, 2017
3962017
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
2372018
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
2202017
Learning to Run Heuristics in Tree Search.
EB Khalil, B Dilkina, GL Nemhauser, S Ahmed, Y Shao
Ijcai 2017, 659-666, 2017
1852017
Scalable diffusion-aware optimization of network topology
EB Khalil, B Dilkina, L Song
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
1662014
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
1592020
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
992015
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
762021
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
682022
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
612023
Combinatorial attacks on binarized neural networks
EB Khalil, A Gupta, B Dilkina
International Conference on Learning Representations, 2019
562019
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
552024
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
542016
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
492022
The machine learning for combinatorial optimization competition (ml4co): Results and insights
M Gasse, S Bowly, Q Cappart, J Charfreitag, L Charlin, D Chételat, ...
NeurIPS 2021 competitions and demonstrations track, 220-231, 2022
462022
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
462015
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
452022
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