Ilya Safro

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Ruslan ShaydulinJPMorgan Chase & Co.Verified email at jpmchase.com
Hayato Ushijima-MwesigwaFujitsu Laboratories of America Inc.Verified email at fujitsu.com
Justin SybrandtGoogle BrainVerified email at sybrandt.com
Peter SandersProfessor of Computer Science, Karlsruhe Institute of TechnologyVerified email at kit.edu
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
Yuri AlexeevComputational ScientistVerified email at alcf.anl.gov
Dorit RonWeizmann Institute of ScienceVerified email at weizmann.ac.il
Talayeh RazzaghiAssistant Professor, University of OklahomaVerified email at ou.edu
Xiaoyuan LiuFujitsu Research of America, Inc.Verified email at fujitsu.com
Mashrur ChowdhuryEugene Douglas Mays Chair of TransportationVerified email at clemson.edu
Susan MniszewskiScientist, Los Alamos National LaboratoryVerified email at lanl.gov
Michael ShtutmanAssociate professor, University of South CarolinaVerified email at cop.sc.edu
Ehsan SadrfaridpourClemson UniversityVerified email at g.clemson.edu
Amy AponClemson UniversityVerified email at clemson.edu
Alexander GutfraindUniversity of Illinois at ChicagoVerified email at cornell.edu
Oleg RoderickData Insights and Analytics, Otsuka PharmaceuticalVerified email at otsuka-us.com
Alexander HerzogSchool of Computing, Clemson UniversityVerified email at clemson.edu
Aydın BuluçLawrence Berkeley National Laboratory and UC BerkeleyVerified email at lbl.gov
Jie ChenMIT-IBM Watson AI Lab, IBM ResearchVerified email at us.ibm.com

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


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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	477	2016
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	167*	2017
Relaxation-based coarsening and multiscale graph organization D Ron, I Safro, A Brandt SIAM Multiscale Modeling & Simulation 9 (1), 407-423, 2011	132	2011
Comparison of coarsening schemes for multilevel graph partitioning C Chevalier, I Safro Learning and Intelligent Optimization, 191-205, 2009	106	2009
Advanced coarsening schemes for graph partitioning I Safro, P Sanders, C Schulz ACM Journal of Experimental Algorithmics (JEA) 19, 2.2, 2015	105	2015
Combinatorial scientific computing U Naumann, O Schenk CRC Press, 2012	104	2012
Graph minimum linear arrangement by multilevel weighted edge contractions I Safro, D Ron, A Brandt Journal of Algorithms 60 (1), 24-41, 2006	97	2006
Algebraic distance on graphs J Chen, I Safro SIAM Journal on Scientific Computing 33 (6), 3468-3490, 2011	78	2011
Multilevel algorithms for linear ordering problems I Safro, D Ron, A Brandt ACM Journal of Experimental Algorithmics (JEA) 13, 4, 2009	74*	2009
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	62	2016
Multistart Methods for Quantum Approximate Optimization R Shaydulin, I Safro, J Larson IEEE High Performance Extreme Computing Conference (HPEC), 2019	58	2019
MOLIERE: Automatic Biomedical Hypothesis Generation System J Sybrandt, M Shtutman, I Safro 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data …, 2017	49	2017
Using drive-by health monitoring to detect bridge damage considering environmental and operational effects W Locke, J Sybrandt, L Redmond, I Safro, S Atamturktur Journal of Sound and Vibration 468, 115088, 2019	46	2019
Multiscale network generation A Gutfraind, I Safro, LA Meyers IEEE Information Fusion (Fusion), 2015 18th International Conference on, 158-165, 2015	45	2015
Network community detection on small quantum computers R Shaydulin, H Ushijima-Mwesigwa, I Safro, S Mniszewski, Y Alexeev Advanced Quantum Technologies 2 (9), 2019	41	2019
Multiscale approach for the network compression-friendly ordering I Safro, B Temkin Journal of Discrete Algorithms 9 (2), 190-202, 2011	41	2011
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	38	2019
Engineering fast multilevel support vector machines E Sadrfaridpour, T Razzaghi, I Safro Machine Learning 108 (11), 1879-1917, 2019	37	2019
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	37*	2018
Multilevel Combinatorial Optimization across Quantum Architectures H Ushijima-Mwesigwa, R Shaydulin, CFA Negre, SM Mniszewski, ... ACM Transactions on Quantum Computing 2 (1), 1-29, 2021	32	2021

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