Ilya Safro
Ilya Safro
Associate Professor of Computer Science, University of Delaware
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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
Machine learning in transportation data analytics
P Bhavsar, I Safro, N Bouayanaya, R Polikar, D Dera
Data analytics for intelligent transportation systems, 2017
Relaxation-based coarsening and multiscale graph organization
D Ron, I Safro, A Brandt
SIAM Multiscale Modeling & Simulation 9 (1), 407-423, 2011
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
Comparison of coarsening schemes for multilevel graph partitioning
C Chevalier, I Safro
Learning and Intelligent Optimization, 191-205, 2009
Combinatorial scientific computing
U Naumann, O Schenk
CRC Press, 2012
Graph minimum linear arrangement by multilevel weighted edge contractions
I Safro, D Ron, A Brandt
Journal of Algorithms 60 (1), 24-41, 2006
Multistart Methods for Quantum Approximate Optimization
R Shaydulin, I Safro, J Larson
IEEE High Performance Extreme Computing Conference (HPEC), 2019
Algebraic distance on graphs
J Chen, I Safro
SIAM Journal on Scientific Computing 33 (6), 3468-3490, 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
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
Advanced coarsening schemes for graph partitioning
I Safro, P Sanders, C Schulz
ACM Journal of Experimental Algorithmics (JEA) 19, 2.2, 2015
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
Multilevel algorithms for linear ordering problems
I Safro, D Ron, A Brandt
ACM Journal of Experimental Algorithmics (JEA) 13, 4, 2009
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
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
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
Network community detection on small quantum computers
R Shaydulin, H Ushijima-Mwesigwa, I Safro, S Mniszewski, Y Alexeev
Advanced Quantum Technologies 2 (9), 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
MOLIERE: Automatic Biomedical Hypothesis Generation System
J Sybrandt, M Shtutman, I Safro
23rd ACM SIGKDD International Conference on Knowledge Discovery and Data …, 2017
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