Justyna Petke

Justyna Petke

University College London

H-index: 27

Europe-United Kingdom

About Justyna Petke

Justyna Petke, With an exceptional h-index of 27 and a recent h-index of 22 (since 2020), a distinguished researcher at University College London, specializes in the field of Genetic Improvement, Search-Based Software Engineering, Combinatorial Interaction Testing.

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

Speeding up Genetic Improvement via Regression Test Selection

On Reducing Network Usage with Genetic Improvement

Hot Fixing Software: A Comprehensive Review of Terminology, Techniques, and Applications

SearchGEM5: Towards Reliable gem5 with Search Based Software Testing and Large Language Models

Genetically Improved Software with fewer Data Cache Misses

Check for updates SearchGEM5: Towards Reliable Gem5 with Search Based Software Testing and Large Language Models

Program transformation landscapes for automated program modification using Gin

User-Centric Deployment of Automated Program Repair at Bloomberg

Justyna Petke Information

University

Position

Principal Research Fellow and Proleptic Associate Professor

Citations(all)

2596

Citations(since 2020)

1607

Cited By

1598

hIndex(all)

27

hIndex(since 2020)

22

i10Index(all)

43

i10Index(since 2020)

38

Email

University Profile Page

University College London

Google Scholar

View Google Scholar Profile

Justyna Petke Skills & Research Interests

Genetic Improvement

Search-Based Software Engineering

Combinatorial Interaction Testing

Top articles of Justyna Petke

Title

Journal

Author(s)

Publication Date

Speeding up Genetic Improvement via Regression Test Selection

ACM Transactions on Software Engineering and Methodology

Giovani Guizzo

David Williams

Mark Harman

Justyna Petke

Federica Sarro

2024/4/15

On Reducing Network Usage with Genetic Improvement

James Callan

William B Langdon

Justyna Petke

2024

Hot Fixing Software: A Comprehensive Review of Terminology, Techniques, and Applications

Carol Hanna

David Clark

Federica Sarro

Justyna Petke

2024/1/17

SearchGEM5: Towards Reliable gem5 with Search Based Software Testing and Large Language Models

Aidan Dakhama

Karine Even-Mendoza

William B Langdon

Hector Menendez

Justyna Petke

2023/12/4

Genetically Improved Software with fewer Data Cache Misses

William B Langdon

Justyna Petke

Aymeric Blot

David Clark

2023/7/15

Check for updates SearchGEM5: Towards Reliable Gem5 with Search Based Software Testing and Large Language Models

Search-Based Software Engineering: 15th International Symposium, SSBSE 2023, San Francisco, CA, USA, December 8, 2023, Proceedings

Aidan Dakhama¹

Karine Even-Mendoza¹

WB Langdon

Hector Menendez¹

Justyna Petke

2023/12/3

Program transformation landscapes for automated program modification using Gin

Empirical Software Engineering

Justyna Petke

Brad Alexander

Earl T Barr

Alexander EI Brownlee

Markus Wagner

...

2023/7

User-Centric Deployment of Automated Program Repair at Bloomberg

arXiv preprint arXiv:2311.10516

David Williams

James Callan

Serkan Kirbas

Sergey Mechtaev

Justyna Petke

...

2023/11/17

Reinforcement Learning for Mutation Operator Selection in Automated Program Repair

arXiv preprint arXiv:2306.05792

Carol Hanna

Aymeric Blot

Justyna Petke

2023/6/9

Genetic Improvement@ ICSE 2023

ACM SIGSOFT Software Engineering Notes

William B Langdon

Vesna Nowack

Justyna Petke

Markus Wagner

Hyeonseok Lee

...

2023/10/17

An analysis of the automatic bug fixing performance of chatgpt

Dominik Sobania

Martin Briesch

Carol Hanna

Justyna Petke

2023/5/16

Evaluating Explanations for Software Patches Generated by Large Language Models

Dominik Sobania

Alina Geiger

James Callan

Alexander Brownlee

Carol Hanna

...

2023/12/4

Multi-Objective Improvement of Android Applications

arXiv preprint arXiv:2308.11387

James Callan

Justyna Petke

2023/8/22

GI Software with fewer Data Cache Misses

arXiv preprint arXiv:2304.03235

William B Langdon

Justyna Petke

Aymeric Blot

David Clark

2023/4/6

Enhancing genetic improvement mutations using large language models

Alexander EI Brownlee

James Callan

Karine Even-Mendoza

Alina Geiger

Carol Hanna

...

2023/12/4

Software Product Line Engineering via Software Transplantation

arXiv preprint arXiv:2307.10896

Leandro O Souza

Earl T Barr

Justyna Petke

Eduardo S Almeida

Paulo Anselmo Neto

2023/7/20

Test-based Patch Clustering for Automatically-Generated Patches Assessment

arXiv preprint arXiv:2207.11082

Matias Martinez

Maria Kechagia

Anjana Perera

Justyna Petke

Federica Sarro

...

2022/7/22

A Comprehensive Survey of Benchmarks for Automated Improvement of Software's Non-Functional Properties

Aymeric Blot

Justyna Petke

2022/12/16

Evaluation of genetic improvement tools for improvement of non-functional properties of software

Shengjie Zuo

Aymeric Blot

Justyna Petke

2022/7/9

Multi-objective Genetic Improvement: A Case Study with EvoSuite

James Callan

Justyna Petke

2022/11/15

See List of Professors in Justyna Petke University(University College London)