Ilya Safro

Cited by

	All	Since 2016
Citations	1782	1359
h-index	20	20
i10-index	40	34

460

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Co-authors

Peter SandersProfessor of Computer Science, Karlsruhe Institute of TechnologyVerified email at kit.edu
Ruslan ShaydulinMaria Goeppert Mayer fellow, Argonne National LaboratoryVerified email at anl.gov
Hayato Ushijima-MwesigwaFujitsu Laboratories of America Inc.Verified email at fujitsu.com
Justin SybrandtGoogle BrainVerified email at sybrandt.com
Henning MeyerhenkeProfessor of Computer Science, HU BerlinVerified email at hu-berlin.de
Christian SchulzProfessor of Computer Science, Heidelberg UniversityVerified email at informatik.uni-heidelberg.de
Dorit RonWeizmann Institute of ScienceVerified email at weizmann.ac.il
Talayeh RazzaghiAssistant Professor, University of OklahomaVerified email at ou.edu
Yuri AlexeevComputational ScientistVerified email at alcf.anl.gov
Mashrur ChowdhuryProfessor of Civil Engineering; Professor of Computer Science; Professor of Automotive EngineeringVerified email at clemson.edu
Susan MniszewskiScientist, Los Alamos National LaboratoryVerified email at lanl.gov
Alexander GutfraindUniversity of Illinois at ChicagoVerified email at cornell.edu
Michael ShtutmanAssociate professor, University of South CarolinaVerified email at cop.sc.edu
Amy AponClemson UniversityVerified email at clemson.edu
Ehsan SadrfaridpourClemson UniversityVerified email at g.clemson.edu
Oleg RoderickData Insights and Analytics, Otsuka PharmaceuticalVerified email at otsuka-us.com
Aydın BuluçLawrence Berkeley National Laboratory and UC BerkeleyVerified email at lbl.gov
Sven LeyfferSenior Computational Mathematician, Argonne National LaboratoryVerified email at mcs.anl.gov
Jie ChenMIT-IBM Watson AI Lab, IBM ResearchVerified email at us.ibm.com
Alexander HerzogSchool of Computing, Clemson UniversityVerified email at clemson.edu

Ilya Safro

Associate Professor of Computer Science, University of Delaware

Verified email at udel.edu - Homepage

graph algorithms quantum computing machine learning optimization artificial intelligence


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Recent advances in graph partitioning A Buluc, H Meyerhenke, I Safro, P Sanders, C Schulz Algorithm Engineering: Selected Results and Surveys 9220, 117-158, 2016	339	2016
Relaxation-based coarsening and multiscale graph organization D Ron, I Safro, A Brandt SIAM Multiscale Modeling & Simulation 9 (1), 407-423, 2011	113	2011
Combinatorial scientific computing U Naumann, O Schenk CRC Press, 2012	94	2012
Comparison of coarsening schemes for multilevel graph partitioning C Chevalier, I Safro Learning and Intelligent Optimization, 191-205, 2009	93	2009
Graph minimum linear arrangement by multilevel weighted edge contractions I Safro, D Ron, A Brandt Journal of Algorithms 60 (1), 24-41, 2006	92	2006
Advanced coarsening schemes for graph partitioning I Safro, P Sanders, C Schulz ACM Journal of Experimental Algorithmics (JEA) 19, 2.2, 2015	89	2015
Chapter 12: Machine learning in transportation data analytics P Bhavsar, I Safro, N Bouayanaya, R Polikar, D Dera Data analytics for intelligent transportation systems, 2017	72*	2017
Multilevel algorithms for linear ordering problems I Safro, D Ron, A Brandt ACM Journal of Experimental Algorithmics (JEA) 13, 4, 2009	71*	2009
Algebraic distance on graphs J Chen, I Safro SIAM Journal on Scientific Computing 33 (6), 3468-3490, 2011	65	2011
Multilevel weighted support vector machine for classification on healthcare data with missing values T Razzaghi, O Roderick, I Safro, N Marko PloS one 11 (5), e0155119, 2016	38	2016
Multiscale network generation A Gutfraind, I Safro, LA Meyers IEEE Information Fusion (Fusion), 2015 18th International Conference on, 158-165, 2015	36	2015
MOLIERE: Automatic Biomedical Hypothesis Generation System J Sybrandt, M Shtutman, I Safro 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data …, 2017	35	2017
A Multilevel Bilinear Programming Algorithm For the Vertex Separator Problem WW Hager, JT Hungerford, I Safro Computational Optimization and Applications 69 (1), 189-223, 2018	32*	2018
Multiscale approach for the network compression-friendly ordering I Safro, B Temkin Journal of Discrete Algorithms 9 (2), 190-202, 2011	31	2011
Fast response to infection spread and cyber attacks on large-scale networks S Leyffer, I Safro Journal of Complex Networks 1 (2), 183-199, 2013	25	2013
Multistart Methods for Quantum Approximate Optimization R Shaydulin, I Safro, J Larson IEEE High Performance Extreme Computing Conference (HPEC), 2019	23	2019
A Hybrid Approach for Solving Optimization Problems on Small Quantum Computers R Shaydulin, H Ushijima-Mwesigwa, C Negre, I Safro, S Mniszewski, ... Computer 52 (6), 18-26, 2019	23	2019
Network community detection on small quantum computers R Shaydulin, H Ushijima-Mwesigwa, I Safro, S Mniszewski, Y Alexeev Advanced Quantum Technologies 2 (9), 2019	23	2019
Community Detection Across Emerging Quantum Architectures R Shaydulin, H Ushijima-Mwesigwa, I Safro, S Mniszewski, Y Alexeev 3rd International Workshop on Post Moore's Era Supercomputing (PMES 2018), 2018	23	2018
Engineering fast multilevel support vector machines E Sadrfaridpour, T Razzaghi, I Safro Machine Learning 108 (11), 1879-1917, 2019	21*	2019

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