Ilya Safro

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Citations	4370	3066
h-index	33	28
i10-index	70	53

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Xiaoyuan LiuFujitsu Research of America, Inc.Verified email at fujitsu.com
Yuri AlexeevSenior Quantum Algorithm EngineerVerified email at nvidia.com
Ruslan ShaydulinJPMorganChaseVerified email at jpmchase.com
Hayato Ushijima-MwesigwaFujitsu Research of AmericaVerified email at fujitsu.com
Justin SybrandtGoogle DeepMindVerified email at google.com
Henning MeyerhenkeProfessor of Computer Science, HU BerlinVerified email at hu-berlin.de
Peter SandersProfessor of Computer Science, Karlsruhe Institute of TechnologyVerified email at kit.edu
Christian SchulzProfessor of Computer Science, Heidelberg UniversityVerified email at informatik.uni-heidelberg.de
Alexey GaldaModernaVerified email at modernatx.com
Talayeh RazzaghiAssistant Professor, University of OklahomaVerified email at ou.edu
Michael ShtutmanAssociate professor, University of South CarolinaVerified email at cop.sc.edu
Dorit RonWeizmann Institute of ScienceVerified email at weizmann.ac.il
Susan MniszewskiScientist, Los Alamos National LaboratoryVerified email at lanl.gov
Mashrur ChowdhuryFounding Director, National Center for Transportation Cybersecurity and ResiliencyVerified email at clemson.edu
Dylan HermanJPMorgan Chase & CoVerified email at jpmchase.com
Ilya TyaginPhD Candidate in Bioinformatics Data Science, University of DelawareVerified email at udel.edu
Amy AponClemson UniversityVerified email at clemson.edu
Ehsan SadrfaridpourModernatxVerified email at modernatx.com
Yue SunJPMorgan ChaseVerified email at jpmorgan.com
Ankit KulshresthaFujitsu Research of AmericaVerified email at udel.edu

Ilya Safro

Associate Professor of Computer Science, University of Delaware

Verified email at udel.edu - Homepage

Graph Algorithms Quantum Computing BioNLP 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	671	2016
Machine learning in transportation data analytics P Bhavsar, I Safro, N Bouayanaya, R Polikar, D Dera Data analytics for intelligent transportation systems, 2017	281*	2017
A survey of quantum computing for finance D Herman, C Googin, X Liu, Y Sun, A Galda, I Safro, M Pistoia, Y Alexeev ArXiv, 2022	168	2022
Relaxation-based coarsening and multiscale graph organization D Ron, I Safro, A Brandt SIAM Multiscale Modeling & Simulation 9 (1), 407-423, 2011	163	2011
Quantum computing for finance D Herman, C Googin, X Liu, Y Sun, A Galda, I Safro, M Pistoia, Y Alexeev Nature Reviews Physics 5 (8), 450-465, 2023	152	2023
Comparison of coarsening schemes for multilevel graph partitioning C Chevalier, I Safro Learning and Intelligent Optimization, 191-205, 2009	120	2009
Multistart Methods for Quantum Approximate Optimization R Shaydulin, I Safro, J Larson IEEE High Performance Extreme Computing Conference (HPEC), 2019	117	2019
Combinatorial scientific computing U Naumann, O Schenk CRC Press, 2012	113	2012
Graph minimum linear arrangement by multilevel weighted edge contractions I Safro, D Ron, A Brandt Journal of Algorithms 60 (1), 24-41, 2006	113	2006
Algebraic distance on graphs J Chen, I Safro SIAM Journal on Scientific Computing 33 (6), 3468-3490, 2011	107	2011
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	104	2019
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	103	2022
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	96	2016
Advanced coarsening schemes for graph partitioning I Safro, P Sanders, C Schulz ACM Journal of Experimental Algorithmics (JEA) 19, 2.2, 2015	94	2015
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	90	2019
Transferability of optimal QAOA parameters between random graphs A Galda, X Liu, D Lykov, Y Alexeev, I Safro IEEE International Conference on Quantum Computing and Engineering (QCE), 2021	78	2021
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	77	2021
Multilevel algorithms for linear ordering problems I Safro, D Ron, A Brandt Journal of Experimental Algorithmics (JEA) 13, 1.4-1.20, 2009	76	2009
MOLIERE: Automatic Biomedical Hypothesis Generation System J Sybrandt, M Shtutman, I Safro 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data …, 2017	72	2017
Network community detection on small quantum computers R Shaydulin, H Ushijima-Mwesigwa, I Safro, S Mniszewski, Y Alexeev Advanced Quantum Technologies 2 (9), 2019	71	2019

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