Elias Khalil

Cited by

	All	Since 2015
Citations	998	990
h-index	13	13
i10-index	13	13

360

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270

20152016201720182019202012 23 72 183 357 339

Co-authors

Bistra DilkinaAssociate Professor and Assoc. Dir of CAIS, University of Southern CaliforniaVerified email at usc.edu
Le SongGeorgia Institute of TechnologyVerified email at cc.gatech.edu
Acar TamersoySenior Research Scientist at NortonLifeLock Research GroupVerified email at gatech.edu
George NemhauserProfessor, Georgia Institute of TechnologyVerified email at isye.gatech.edu
Hanjun DaiGoogle BrainVerified email at gatech.edu
Yuyu ZhangGeorgia Institute of TechnologyVerified email at gatech.edu
Udayan KhuranaIBM Research AIVerified email at us.ibm.com
Horst SamulowitzIBM ResearchVerified email at us.ibm.com
Fatemeh NargesianUniversity of RochesterVerified email at rochester.edu
Duen Horng (Polo) ChauProfessor of Computer Science, Georgia Institute of TechnologyVerified email at gatech.edu
Pierre Le BodicLecturer in the faculty of IT, Monash UniversityVerified email at monash.edu
Mehrdad FarajtabarResearch Scientist, Google DeepMindVerified email at google.com
Rakshit TrivediGeorgia Institute of TechnologyVerified email at gatech.edu
Wenwen ZhangAssistant Professor at Rutgers UniversityVerified email at scarletmail.rutgers.edu
Tina Eliassi-RadProfessor of Computer Science, Northeastern UniversityVerified email at eliassi.org
Shabbir AhmedProfessor of Industrial & Systems Engineering, Georgia Institute of TechnologyVerified email at isye.gatech.edu
Yufen ShaoExxonMobilVerified email at exxonmobil.com
Shamkant B NavatheProfessor of Computer Science, Georgia Institute of TechnologyVerified email at cc.gatech.edu
Ioakeim PerrosLead Machine Learning Scientist, HEALTH[at]SCALEVerified email at gatech.edu
Ardavan (Ari) AfsharPhD student at Georgia Institute of TechnologyVerified email at gatech.edu

Elias Khalil

Postdoctoral Scholar at École Polytechnique Montréal

Verified email at gatech.edu - Homepage

discrete optimization machine learning integer programming


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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, 6348-6358, 2017	366	2017
Learning to Branch in Mixed Integer Programming EB Khalil, P Le Bodic, L Song, G Nemhauser, B Dilkina AAAI, 2016	111	2016
Scalable diffusion-aware optimization of network topology EB Khalil, B Dilkina, L Song Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014	86	2014
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	83	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	69	2018
Learning Feature Engineering for Classification. F Nargesian, H Samulowitz, U Khurana, EB Khalil, DS Turaga IJCAI, 2529-2535, 2017	57	2017
Learning to Run Heuristics in Tree Search. EB Khalil, B Dilkina, GL Nemhauser, S Ahmed, Y Shao IJCAI, 659-666, 2017	52	2017
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	43	2015
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	27	2016
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	24	2015
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	22	2014
Combinatorial attacks on binarized neural networks EB Khalil, A Gupta, B Dilkina International Conference on Learning Representations, 2019	19	2019
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	17	2017
Comments on: On learning and branching: a survey B Dilkina, EB Khalil, GL Nemhauser Top 25 (2), 242-246, 2017	6	2017
Machine Learning for Integer Programming. EB Khalil IJCAI, 4004-4005, 2016	6	2016
Automating feature engineering U Khurana, F Nargesian, H Samulowitz, E Khalil, D Turaga NIPS 2016 Workshop on Artificial Intelligence for Data Science, 2016	6	2016
CuttingEdge: Influence Minimization in Networks E Khalil, B Dilkina, L Song Frontiers of Network Analysis: Methods, Models, and Applications, 2013	4	2013
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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