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
Yuri AlexeevComputational ScientistVerified email at alcf.anl.gov
Xiaoyuan LiuFujitsu Research of America, Inc.Verified email at fujitsu.com
Christian SchulzProfessor of Computer Science, Heidelberg UniversityVerified email at informatik.uni-heidelberg.de
Henning MeyerhenkeProfessor of Computer Science, HU BerlinVerified email at hu-berlin.de
Talayeh RazzaghiAssistant Professor, University of OklahomaVerified email at ou.edu
Dorit RonWeizmann Institute of ScienceVerified email at weizmann.ac.il
Mashrur ChowdhuryFounding Director, National Center for Transportation Cybersecurity and ResiliencyVerified 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 HerzogEmpirical Political Science Division, University of BambergVerified email at uni-bamberg.de
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	535	2016
Machine learning in transportation data analytics P Bhavsar, I Safro, N Bouayanaya, R Polikar, D Dera Data analytics for intelligent transportation systems, 2017	197*	2017
Relaxation-based coarsening and multiscale graph organization D Ron, I Safro, A Brandt SIAM Multiscale Modeling & Simulation 9 (1), 407-423, 2011	136	2011
Advanced coarsening schemes for graph partitioning I Safro, P Sanders, C Schulz ACM Journal of Experimental Algorithmics (JEA) 19, 2.2, 2015	112	2015
Comparison of coarsening schemes for multilevel graph partitioning C Chevalier, I Safro Learning and Intelligent Optimization, 191-205, 2009	110	2009
Combinatorial scientific computing U Naumann, O Schenk CRC Press, 2012	109	2012
Graph minimum linear arrangement by multilevel weighted edge contractions I Safro, D Ron, A Brandt Journal of Algorithms 60 (1), 24-41, 2006	100	2006
Algebraic distance on graphs J Chen, I Safro SIAM Journal on Scientific Computing 33 (6), 3468-3490, 2011	87	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	72	2016
Multistart Methods for Quantum Approximate Optimization R Shaydulin, I Safro, J Larson IEEE High Performance Extreme Computing Conference (HPEC), 2019	68	2019
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	59	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	53	2019
MOLIERE: Automatic Biomedical Hypothesis Generation System J Sybrandt, M Shtutman, I Safro 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data …, 2017	53	2017
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	49	2019
A Survey of Quantum Computing for Finance D Herman, C Googin, X Liu, A Galda, I Safro, Y Sun, M Pistoia, Y Alexeev arXiv preprint arXiv:2201.02773, 2022	47	2022
Multiscale network generation A Gutfraind, I Safro, LA Meyers IEEE Information Fusion (Fusion), 2015 18th International Conference on, 158-165, 2015	46	2015
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	43	2021
Multiscale approach for the network compression-friendly ordering I Safro, B Temkin Journal of Discrete Algorithms 9 (2), 190-202, 2011	43	2011
Layer VQE: A variational approach for combinatorial optimization on noisy quantum computers X Liu, A Angone, R Shaydulin, I Safro, Y Alexeev, L Cincio IEEE Transactions on Quantum Engineering, 2022	40	2022

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