Elias Khalil
Elias Khalil
Postdoctoral Scholar at École Polytechnique Montréal
Verified email at gatech.edu - Homepage
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, 6348-6358, 2017
3492017
Learning to Branch in Mixed Integer Programming
EB Khalil, P Le Bodic, L Song, G Nemhauser, B Dilkina
AAAI, 2016
1082016
Scalable diffusion-aware optimization of network topology
EB Khalil, B Dilkina, L Song
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
862014
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
arXiv preprint arXiv:1703.07823, 2017
802017
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
662018
Learning Feature Engineering for Classification.
F Nargesian, H Samulowitz, U Khurana, EB Khalil, DS Turaga
IJCAI, 2529-2535, 2017
542017
Learning to Run Heuristics in Tree Search.
EB Khalil, B Dilkina, GL Nemhauser, S Ahmed, Y Shao
IJCAI, 659-666, 2017
512017
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
412015
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
272016
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
232015
Large-scale insider trading analysis: patterns and discoveries
A Tamersoy, E Khalil, B Xie, SL Lenkey, BR Routledge, DH Chau, ...
Social Network Analysis and Mining 4 (1), 201, 2014
202014
Combinatorial attacks on binarized neural networks
EB Khalil, A Gupta, B Dilkina
International Conference on Learning Representations, 2019
192019
Cp-ortho: An orthogonal tensor factorization framework for spatio-temporal data
A Afshar, JC Ho, B Dilkina, I Perros, EB Khalil, L Xiong, V Sunderam
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances …, 2017
152017
Comments on: On learning and branching: a survey
B Dilkina, EB Khalil, GL Nemhauser
Top 25 (2), 242-246, 2017
62017
Machine Learning for Integer Programming.
EB Khalil
IJCAI, 4004-4005, 2016
62016
Automating feature engineering
U Khurana, F Nargesian, H Samulowitz, E Khalil, D Turaga
NIPS 2016 Workshop on Artificial Intelligence for Data Science, 2016
62016
CuttingEdge: Influence Minimization in Networks
E Khalil, B Dilkina, L Song
Frontiers of Network Analysis: Methods, Models, and Applications, 2013
42013
Hybrid Models for Learning to Branch
P Gupta, M Gasse, EB Khalil, MP Kumar, A Lodi, Y Bengio
arXiv preprint arXiv:2006.15212, 2020
2020
Towards Tighter Integration of Machine Learning and Discrete Optimization
E Khalil
Georgia Institute of Technology, 2019
2019
Methods and systems for feature engineering
E Khalil, U Khurana, F Nargesian, HC Samulowitz, DS Turaga
US Patent App. 15/673,812, 2019
2019
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