Justyna Petke

According to our database, Justyna Petke authored at least 88 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Carol Hanna, David Clark, Federica Sarro, Justyna Petke

CoRR, 2024

2023

Genetic Improvement @ ICSE 2023.

William B. Langdon, Vesna Nowack, Justyna Petke, Markus Wagner, Hyeonseok Lee, Erik M. Fredericks, Gabin An, Aymeric Blot

ACM SIGSOFT Softw. Eng. Notes, October, 2023

Program transformation landscapes for automated program modification using Gin.

Justyna Petke, Brad Alexander, Earl T. Barr, Alexander E. I. Brownlee, Markus Wagner, David Robert White

Empir. Softw. Eng., July, 2023

User-Centric Deployment of Automated Program Repair at Bloomberg.

David Williams, James Callan, Serkan Kirbas, Sergey Mechtaev, Justyna Petke, Thomas Prideaux-Ghee, Federica Sarro

CoRR, 2023

Multi-Objective Improvement of Android Applications.

James Callan, Justyna Petke

CoRR, 2023

Software Product Line Engineering via Software Transplantation.

Leandro O. Souza, Earl T. Barr, Justyna Petke, Eduardo Santana de Almeida, Paulo Anselmo da Mota Silveira Neto

CoRR, 2023

Reinforcement Learning for Mutation Operator Selection in Automated Program Repair.

Carol Hanna, Aymeric Blot, Justyna Petke

CoRR, 2023

GI Software with fewer Data Cache Misses.

William B. Langdon, Justyna Petke, Aymeric Blot, David Clark

CoRR, 2023

Evaluating Explanations for Software Patches Generated by Large Language Models.

Dominik Sobania, Alina Geiger, James Callan, Alexander E. I. Brownlee, Carol Hanna, Rebecca Moussa, Mar Zamorano López, Justyna Petke, Federica Sarro

Proceedings of the Search-Based Software Engineering - 15th International Symposium, 2023

SearchGEM5: Towards Reliable Gem5 with Search Based Software Testing and Large Language Models.

Aidan Dakhama, Karine Even-Mendoza, William B. Langdon, Héctor D. Menéndez, Justyna Petke

Proceedings of the Search-Based Software Engineering - 15th International Symposium, 2023

Enhancing Genetic Improvement Mutations Using Large Language Models.

Alexander E. I. Brownlee, James Callan, Karine Even-Mendoza, Alina Geiger, Carol Hanna, Justyna Petke, Federica Sarro, Dominik Sobania

Proceedings of the Search-Based Software Engineering - 15th International Symposium, 2023

Hot Patching Hot Fixes: Reflection and Perspectives.

Carol Hanna, Justyna Petke

Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

An Analysis of the Automatic Bug Fixing Performance of ChatGPT.

Dominik Sobania, Martin Briesch, Carol Hanna, Justyna Petke

Proceedings of the IEEE/ACM International Workshop on Automated Program Repair, 2023

Genetically Improved Software with fewer Data Cache Misses.

William B. Langdon, Justyna Petke, Aymeric Blot, David Clark

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022

How do Android developers improve non-functional properties of software?

James Callan, Oliver Krauss, Justyna Petke, Federica Sarro

Empir. Softw. Eng., 2022

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

Aymeric Blot, Justyna Petke

CoRR, 2022

MAGPIE: Machine Automated General Performance Improvement via Evolution of Software.

Aymeric Blot, Justyna Petke

CoRR, 2022

Test-based Patch Clustering for Automatically-Generated Patches Assessment.

Matias Martinez, Maria Kechagia, Anjana Perera, Justyna Petke, Federica Sarro, Aldeida Aleti

CoRR, 2022

Multi-objective Genetic Improvement: A Case Study with EvoSuite.

James Callan, Justyna Petke

Proceedings of the Search-Based Software Engineering - 14th International Symposium, 2022

Keeping Secrets: Multi-objective Genetic Improvement for Detecting and Reducing Information Leakage.

Ibrahim Mesecan, Daniel Blackwell, David Clark, Myra B. Cohen, Justyna Petke

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

Improving Responsiveness of Android Activity Navigation via Genetic Improvement.

James Callan, Justyna Petke

Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Companion Proceedings, 2022

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

Shengjie Zuo, Aymeric Blot, Justyna Petke

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

Comparative Analysis of Constraint Handling Techniques for Constrained Combinatorial Testing.

Huayao Wu, Changhai Nie, Justyna Petke, Yue Jia, Mark Harman

IEEE Trans. Software Eng., 2021

Empirical Comparison of Search Heuristics for Genetic Improvement of Software.

Aymeric Blot, Justyna Petke

IEEE Trans. Evol. Comput., 2021

Refining Fitness Functions for Search-Based Automated Program Repair - A Case Study with ARJA and ARJA-e.

Giovani Guizzo, Aymeric Blot, James Callan, Justyna Petke, Federica Sarro

Proceedings of the Search-Based Software Engineering - 13th International Symposium, 2021

Improving Android App Responsiveness Through Automated Frame Rate Reduction.

James Callan, Justyna Petke

Proceedings of the Search-Based Software Engineering - 13th International Symposium, 2021

Software robustness: a survey, a theory, and prospects.

Justyna Petke, David Clark, William B. Langdon

Proceedings of the ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021

HyperGI: Automated Detection and Repair of Information Flow Leakage.

Ibrahim Mesecan, Daniel Blackwell, David Clark, Myra B. Cohen, Justyna Petke

Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

Artifact for Enhancing Genetic Improvement of Software with Regression Test Selection.

Giovani Guizzo, Justyna Petke, Federica Sarro, Mark Harman

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering: Companion Proceedings, 2021

Enhancing Genetic Improvement of Software with Regression Test Selection.

Giovani Guizzo, Justyna Petke, Federica Sarro, Mark Harman

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering, 2021

Refining Fitness Functions for Search-Based Program Repair.

Zhiqiang Bian, Aymeric Blot, Justyna Petke

Proceedings of the 2nd IEEE/ACM International Workshop on Automated Program Repair, 2021

Uniform Edit Selection for Genetic Improvement: Empirical Analysis of Mutation Operator Efficacy.

Marta Smigielska, Aymeric Blot, Justyna Petke

Proceedings of the 10th IEEE/ACM International Workshop on Genetic Improvement, 2021

Optimising SQL Queries Using Genetic Improvement.

James Callan, Justyna Petke

Proceedings of the 10th IEEE/ACM International Workshop on Genetic Improvement, 2021

Dissipative polynomials.

William B. Langdon, Justyna Petke, David Clark

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

An Empirical Comparison of Combinatorial Testing, Random Testing and Adaptive Random Testing.

Huayao Wu, Changhai Nie, Justyna Petke, Yue Jia, Mark Harman

IEEE Trans. Software Eng., 2020

Genetic Improvement @ ICSE 2020.

William B. Langdon, Westley Weimer, Justyna Petke, Erik M. Fredericks, Seongmin Lee, Emily Winter, Michail Basios, Myra B. Cohen, Aymeric Blot, Markus Wagner, Bobby R. Bruce, Shin Yoo, Simos Gerasimou, Oliver Krauss, Yu Huang, Michael C. Gerten

ACM SIGSOFT Softw. Eng. Notes, 2020

Impact of Test Suite Coverage on Overfitting in Genetic Improvement of Software.

Mingyi Lim, Giovani Guizzo, Justyna Petke

Proceedings of the Search-Based Software Engineering - 12th International Symposium, 2020

Refining Fitness Functions in Test-Based Program Repair.

Justyna Petke, Aymeric Blot

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Workshops, Seoul, Republic of Korea, 27 June, 2020

Stack-Based Genetic Improvement.

Aymeric Blot, Justyna Petke

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Workshops, Seoul, Republic of Korea, 27 June, 2020

Synthetic Benchmarks for Genetic Improvement.

Aymeric Blot, Justyna Petke

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Workshops, Seoul, Republic of Korea, 27 June, 2020

Comparing Genetic Programming Approaches for Non-functional Genetic Improvement.

Aymeric Blot, Justyna Petke

Proceedings of the Genetic Programming - 23rd European Conference, 2020

Injecting Shortcuts for Faster Running Java Code.

Alexander E. I. Brownlee, Justyna Petke, Anna F. Rasburn

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

Approximate Oracles and Synergy in Software Energy Search Spaces.

Bobby R. Bruce, Justyna Petke, Mark Harman, Earl T. Barr

IEEE Trans. Software Eng., 2019

A Survey of Constrained Combinatorial Testing.

Huayao Wu, Changhai Nie, Justyna Petke, Yue Jia, Mark Harman

CoRR, 2019

Software Improvement with Gin: A Case Study.

Justyna Petke, Alexander E. I. Brownlee

Proceedings of the Search-Based Software Engineering - 11th International Symposium, 2019

PyGGI 2.0: language independent genetic improvement framework.

Gabin An, Aymeric Blot, Justyna Petke, Shin Yoo

Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019

A survey of genetic improvement search spaces.

Justyna Petke, Brad Alexander, Earl T. Barr, Alexander E. I. Brownlee, Markus Wagner, David Robert White

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Genetic improvement of data gives binary logarithm from sqrt.

William B. Langdon, Justyna Petke

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Gin: genetic improvement research made easy.

Alexander E. I. Brownlee, Justyna Petke, Brad Alexander, Earl T. Barr, Markus Wagner, David Robert White

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

On adaptive specialisation in genetic improvement.

Aymeric Blot, Justyna Petke

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2018

Specialising Software for Different Downstream Applications Using Genetic Improvement and Code Transplantation.

Justyna Petke, Mark Harman, William B. Langdon, Westley Weimer

IEEE Trans. Software Eng., 2018

Genetic Improvement of Software: A Comprehensive Survey.

Justyna Petke, Saemundur O. Haraldsson, Mark Harman, William B. Langdon, David Robert White, John R. Woodward

IEEE Trans. Evol. Comput., 2018

Guest Editorial for the Special Section from the 9th International Symposium on Search Based Software Engineering.

Justyna Petke, Tim Menzies

Inf. Softw. Technol., 2018

Genetic Improvement of Software (Dagstuhl Seminar 18052).

Justyna Petke, Claire Le Goues, Stephanie Forrest, William B. Langdon

Dagstuhl Reports, 2018

Evolving Better Software Parameters.

William B. Langdon, Justyna Petke

Proceedings of the Search-Based Software Engineering - 10th International Symposium, 2018

Evolving Better RNAfold Structure Prediction.

William B. Langdon, Justyna Petke, Ronny Lorenz

Proceedings of the Genetic Programming - 21st European Conference, 2018

2017

Preface to the Special Issue on Genetic Improvement.

Justyna Petke

Genet. Program. Evolvable Mach., 2017

Genetic improvement of GPU software.

William B. Langdon, Brian Yee Hong Lam, Marc Modat, Justyna Petke, Mark Harman

Genet. Program. Evolvable Mach., 2017

Search Based Software Engineering [Guest Editorial].

He Jiang, Ke Tang, Justyna Petke, Mark Harman

IEEE Comput. Intell. Mag., 2017

Combinatorial Interaction Testing for Automated Constraint Repair.

Angelo Gargantini, Justyna Petke, Marco Radavelli

Proceedings of the 2017 IEEE International Conference on Software Testing, 2017

10th International Workshop on Search-Based Software Testing (SBST 2017).

Juan Pablo Galeotti, Justyna Petke

Proceedings of the 10th IEEE/ACM International Workshop on Search-Based Software Testing, 2017

New operators for non-functional genetic improvement.

Justyna Petke

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016

API-Constrained Genetic Improvement.

William B. Langdon, David Robert White, Mark Harman, Yue Jia, Justyna Petke

Proceedings of the Search Based Software Engineering - 8th International Symposium, 2016

Validation of Constraints Among Configuration Parameters Using Search-Based Combinatorial Interaction Testing.

Angelo Gargantini, Justyna Petke, Marco Radavelli, Paolo Vavassori

Proceedings of the Search Based Software Engineering - 8th International Symposium, 2016

Deep Parameter Optimisation for Face Detection Using the Viola-Jones Algorithm in OpenCV.

Bobby R. Bruce, Jonathan M. Aitken, Justyna Petke

Proceedings of the Search Based Software Engineering - 8th International Symposium, 2016

Optimising Quantisation Noise in Energy Measurement.

William B. Langdon, Justyna Petke, Bobby R. Bruce

Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Genetic Improvement 2016 Chairs' Welcome & Organization.

Westley Weimer, Justyna Petke, David Robert White

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Genetic Improvement for Code Obfuscation.

Justyna Petke

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Benchmarking Genetically Improved BarraCUDA on Epigenetic Methylation NGS datasets and nVidia GPUs.

William B. Langdon, Albert Vilella, Brian Yee Hong Lam, Justyna Petke, Mark Harman

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015

Practical Combinatorial Interaction Testing: Empirical Findings on Efficiency and Early Fault Detection.

Justyna Petke, Myra B. Cohen, Mark Harman, Shin Yoo

IEEE Trans. Software Eng., 2015

Testing Django Configurations Using Combinatorial Interaction Testing.

Justyna Petke

Proceedings of the Search-Based Software Engineering - 7th International Symposium, 2015

Automated software transplantation.

Earl T. Barr, Mark Harman, Yue Jia, Alexandru Marginean, Justyna Petke

Proceedings of the 2015 International Symposium on Software Testing and Analysis, 2015

Constraints: The Future of Combinatorial Interaction Testing.

Justyna Petke

Proceedings of the 8th IEEE/ACM International Workshop on Search-Based Software Testing, 2015

Learning Combinatorial Interaction Test Generation Strategies Using Hyperheuristic Search.

Yue Jia, Myra B. Cohen, Mark Harman, Justyna Petke

Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

Improving CUDA DNA Analysis Software with Genetic Programming.

William B. Langdon, Brian Yee Hong Lam, Justyna Petke, Mark Harman

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

GI4GI: Improving Genetic Improvement Fitness Functions.

Mark Harman, Justyna Petke

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Reducing Energy Consumption Using Genetic Improvement.

Bobby R. Bruce, Justyna Petke, Mark Harman

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Bridging Constraint Satisfaction and Boolean Satisfiability

Justyna Petke

Artificial Intelligence: Foundations, Theory, and Algorithms, Springer, ISBN: 978-3-319-21810-6, 2015

2014

Search based software engineering for software product line engineering: a survey and directions for future work.

Mark Harman, Yue Jia, Jens Krinke, William B. Langdon, Justyna Petke, Yuanyuan Zhang

Proceedings of the 18th International Software Product Line Conference, 2014

Genetic improvement for adaptive software engineering (keynote).

Mark Harman, Yue Jia, William B. Langdon, Justyna Petke, Iman Hemati Moghadam, Shin Yoo, Fan Wu

Proceedings of the 9th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2014

Improving 3D medical image registration CUDA software with genetic programming.

William B. Langdon, Marc Modat, Justyna Petke, Mark Harman

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Using Genetic Improvement and Code Transplants to Specialise a C++ Program to a Problem Class.

Justyna Petke, Mark Harman, William B. Langdon, Westley Weimer

Proceedings of the Genetic Programming - 17th European Conference, 2014

2013

Applying Genetic Improvement to MiniSAT.

Justyna Petke, William B. Langdon, Mark Harman

Proceedings of the Search Based Software Engineering - 5th International Symposium, 2013

Efficiency and early fault detection with lower and higher strength combinatorial interaction testing.

Justyna Petke, Shin Yoo, Myra B. Cohen, Mark Harman

Proceedings of the Joint Meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering, 2013

Cliquewidth and Knowledge Compilation.

Igor Razgon, Justyna Petke

Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2013, 2013

2012

On the bridge between constraint satisfaction and Boolean satisfiability.

Justyna Petke

PhD thesis, 2012

Local Consistency and SAT-Solvers.

Peter Jeavons, Justyna Petke

J. Artif. Intell. Res., 2012

2011

The Order Encoding: From Tractable CSP to Tractable SAT.

Justyna Petke, Peter Jeavons

Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2011, 2011