Ilya Safro

Ilya Safro

University of Delaware

H-index: 30

North America-United States

About Ilya Safro

Ilya Safro, With an exceptional h-index of 30 and a recent h-index of 26 (since 2020), a distinguished researcher at University of Delaware, specializes in the field of graph algorithms, quantum computing, machine learning, optimization, artificial intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

MLQAOA: Graph Learning Accelerated Hybrid Quantum-Classical Multilevel QAOA

Graph Representation Learning for Parameter Transferability in Quantum Approximate Optimization Algorithm

Scalable Graph Mining and Learning (Dagstuhl Seminar 23491)

Recent Trends in Graph Decomposition (Dagstuhl Seminar 23331)

Exposure to angiotensin-converting enzyme inhibitors that cross the blood-brain barrier and the risk of dementia among patients with human immunodeficiency virus

Decomposition Based Refinement for the Network Interdiction Problem

Dyport: Dynamic Importance-based Hypothesis Generation Benchmarking Technique

Quantum computing for finance

Ilya Safro Information

University

Position

Associate Professor of Computer Science

Citations(all)

3477

Citations(since 2020)

2515

Cited By

1850

hIndex(all)

30

hIndex(since 2020)

26

i10Index(all)

61

i10Index(since 2020)

53

Email

University Profile Page

University of Delaware

Google Scholar

View Google Scholar Profile

Ilya Safro Skills & Research Interests

graph algorithms

quantum computing

machine learning

optimization

artificial intelligence

Top articles of Ilya Safro

Title

Journal

Author(s)

Publication Date

MLQAOA: Graph Learning Accelerated Hybrid Quantum-Classical Multilevel QAOA

arXiv preprint arXiv:2404.14399

Bao Bach

Jose Falla

Ilya Safro

2024/4/22

Graph Representation Learning for Parameter Transferability in Quantum Approximate Optimization Algorithm

arXiv preprint arXiv:2401.06655

Jose Falla

Quinn Langfitt

Yuri Alexeev

Ilya Safro

2024/1/12

Scalable Graph Mining and Learning (Dagstuhl Seminar 23491)

Danai Koutra

Henning Meyerhenke

Ilya Safro

Fabian Brandt-Tumescheit

2024

Recent Trends in Graph Decomposition (Dagstuhl Seminar 23331)

George Karypis

Christian Schulz

Darren Strash

Deepak Ajwani

Rob H Bisseling

...

2024

Exposure to angiotensin-converting enzyme inhibitors that cross the blood-brain barrier and the risk of dementia among patients with human immunodeficiency virus

medRxiv

Tammy H Cummings

Joseph Magagnoli

Aliaksandra Sikirzhytskaya

Ilya Tyagin

Ilya Safro

...

2024

Decomposition Based Refinement for the Network Interdiction Problem

Krish Matta

Xiaoyuan Liu

Ilya Safro

2023/9/25

Dyport: Dynamic Importance-based Hypothesis Generation Benchmarking Technique

arXiv preprint arXiv:2312.03303

Ilya Tyagin

Ilya Safro

2023/12/6

Quantum computing for finance

Dylan Herman

Cody Googin

Xiaoyuan Liu

Yue Sun

Alexey Galda

...

2023/8

QArchSearch: A Scalable Quantum Architecture Search Package

Ankit Kulshrestha

Ilya Safro

Yuri Alexeev

2023/11/12

Similarity-Based Parameter Transferability in the Quantum Approximate Optimization Algorithm

arXiv preprint arXiv:2307.05420

Alexey Galda

Eesh Gupta

Jose Falla

Xiaoyuan Liu

Danylo Lykov

...

2023/7/11

Literature-based Discovery for Landscape Planning

arXiv preprint arXiv:2306.02588

David Marasco

Ilya Tyagin

Justin Sybrandt

James H Spencer

Ilya Safro

2023/6/5

Learning To Optimize Quantum Neural Network Without Gradients

Ankit Kulshrestha

Xiaoyuan Liu

Hayato Ushijima-Mwesigwa

Ilya Safro

2023/9/17

Open Problems in (Hyper) Graph Decomposition

arXiv preprint arXiv:2310.11812

Deepak Ajwani

Rob H Bisseling

Katrin Casel

Ümit V Çatalyürek

Cédric Chevalier

...

2023/10/18

Generation of Synthetic Water Distribution Data Using a Multiscale Generator-Optimizer

Journal of Pipeline Systems Engineering and Practice

Ahmad Momeni

Varsha Chauhan

Abdulrahman Bin Mahmoud

Kalyan R Piratla

Ilya Safro

2023/2/1

Quantum Approximate Optimization Algorithm with Sparsified Phase Operator

Xiaoyuan Liu

Ruslan Shaydulin

Ilya Safro

2022/9/18

Of Representation Theory and Quantum Approximate Optimization Algorithm

arXiv preprint arXiv:2309.13787

Boris Tsvelikhovskiy

Ilya Safro

Yuri Alexeev

2023/9/25

Hybrid Quantum-Classical Multilevel Approach for Maximum Cuts on Graphs

Anthony Angone

Xiaoyuan Liu

Ruslan Shaydulin

Ilya Safro

2023/9/25

Parameter Transferability in QAOA Under Noisy Conditions

Quinn Langfitt

Jose Falla

Ilya Safro

Yuri Alexeev

2023/9/1

Predicting Transferability of Optimal Parameters of Quantum Approximate Optimization Algorithm

APS March Meeting Abstracts

Eesh Gupta

Alexey Galda

Xiaoyuan Liu

Danylo Lykov

Yuri Alexeev

...

2022

Leveraging special-purpose hardware for local search heuristics

Computational Optimization and Applications

Xiaoyuan Liu

Hayato Ushijima-Mwesigwa

Avradip Mandal

Sarvagya Upadhyay

Ilya Safro

...

2022/5

See List of Professors in Ilya Safro University(University of Delaware)

Co-Authors

H-index: 74
Peter Sanders

Peter Sanders

Karlsruher Institut für Technologie

H-index: 36
Michael Shtutman

Michael Shtutman

University of South Carolina

H-index: 31
Henning Meyerhenke

Henning Meyerhenke

Humboldt-Universität zu Berlin

H-index: 30
Christian Schulz

Christian Schulz

Ruprecht-Karls-Universität Heidelberg

H-index: 21
Amy Apon

Amy Apon

Clemson University

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