Justyna Petke

Orcid: 0000-0002-7833-6044

Affiliations:
  • University College London, Department of Computer Science, UK
  • University of Oxford, Department of Computer Science, UK (PhD 2012)


According to our database1, Justyna Petke authored at least 91 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
Test-based patch clustering for automatically-generated patches assessment.
Empir. Softw. Eng., September, 2024

The 13th International Workshop on Genetic Improvement(GI @ ICSE 2024).
ACM SIGSOFT Softw. Eng. Notes, July, 2024

Hot Fixing Software: A Comprehensive Review of Terminology, Techniques, and Applications.
CoRR, 2024

The Patch Overfitting Problem in Automated Program Repair: Practical Magnitude and a Baseline for Realistic Benchmarking.
Proceedings of the Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering, 2024

User-Centric Deployment of Automated Program Repair at Bloomberg.
Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice, 2024

On Reducing Network Usage with Genetic Improvement.
Proceedings of the IEEE/ACM International Workshop on Genetic Improvement, 2024

2023
Genetic Improvement @ ICSE 2023.
ACM SIGSOFT Softw. Eng. Notes, October, 2023

Program transformation landscapes for automated program modification using Gin.
Empir. Softw. Eng., July, 2023

Multi-Objective Improvement of Android Applications.
CoRR, 2023

Software Product Line Engineering via Software Transplantation.
CoRR, 2023

Reinforcement Learning for Mutation Operator Selection in Automated Program Repair.
CoRR, 2023

GI Software with fewer Data Cache Misses.
CoRR, 2023

Evaluating Explanations for Software Patches Generated by Large Language Models.
Proceedings of the Search-Based Software Engineering - 15th International Symposium, 2023

SearchGEM5: Towards Reliable Gem5 with Search Based Software Testing and Large Language Models.
Proceedings of the Search-Based Software Engineering - 15th International Symposium, 2023

Enhancing Genetic Improvement Mutations Using Large Language Models.
Proceedings of the Search-Based Software Engineering - 15th International Symposium, 2023

Hot Patching Hot Fixes: Reflection and Perspectives.
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

An Analysis of the Automatic Bug Fixing Performance of ChatGPT.
Proceedings of the IEEE/ACM International Workshop on Automated Program Repair, 2023

Genetically Improved Software with fewer Data Cache Misses.
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?
Empir. Softw. Eng., 2022

A Comprehensive Survey of Benchmarks for Automated Improvement of Software's Non-Functional Properties.
CoRR, 2022

MAGPIE: Machine Automated General Performance Improvement via Evolution of Software.
CoRR, 2022

Multi-objective Genetic Improvement: A Case Study with EvoSuite.
Proceedings of the Search-Based Software Engineering - 14th International Symposium, 2022

Keeping Secrets: Multi-objective Genetic Improvement for Detecting and Reducing Information Leakage.
Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

Improving Responsiveness of Android Activity Navigation via Genetic Improvement.
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.
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.
IEEE Trans. Software Eng., 2021

Empirical Comparison of Search Heuristics for Genetic Improvement of Software.
IEEE Trans. Evol. Comput., 2021

Refining Fitness Functions for Search-Based Automated Program Repair - A Case Study with ARJA and ARJA-e.
Proceedings of the Search-Based Software Engineering - 13th International Symposium, 2021

Improving Android App Responsiveness Through Automated Frame Rate Reduction.
Proceedings of the Search-Based Software Engineering - 13th International Symposium, 2021

Software robustness: a survey, a theory, and prospects.
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.
Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

Artifact for Enhancing Genetic Improvement of Software with Regression Test Selection.
Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering: Companion Proceedings, 2021

Enhancing Genetic Improvement of Software with Regression Test Selection.
Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering, 2021

Refining Fitness Functions for Search-Based Program Repair.
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.
Proceedings of the 10th IEEE/ACM International Workshop on Genetic Improvement, 2021

Optimising SQL Queries Using Genetic Improvement.
Proceedings of the 10th IEEE/ACM International Workshop on Genetic Improvement, 2021

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

2020
An Empirical Comparison of Combinatorial Testing, Random Testing and Adaptive Random Testing.
IEEE Trans. Software Eng., 2020

Genetic Improvement @ ICSE 2020.
ACM SIGSOFT Softw. Eng. Notes, 2020

Impact of Test Suite Coverage on Overfitting in Genetic Improvement of Software.
Proceedings of the Search-Based Software Engineering - 12th International Symposium, 2020

Refining Fitness Functions in Test-Based Program Repair.
Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Workshops, Seoul, Republic of Korea, 27 June, 2020

Stack-Based Genetic Improvement.
Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Workshops, Seoul, Republic of Korea, 27 June, 2020

Synthetic Benchmarks for Genetic Improvement.
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.
Proceedings of the Genetic Programming - 23rd European Conference, 2020

Injecting Shortcuts for Faster Running Java Code.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
Approximate Oracles and Synergy in Software Energy Search Spaces.
IEEE Trans. Software Eng., 2019

A Survey of Constrained Combinatorial Testing.
CoRR, 2019

Software Improvement with Gin: A Case Study.
Proceedings of the Search-Based Software Engineering - 11th International Symposium, 2019

PyGGI 2.0: language independent genetic improvement framework.
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.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Genetic improvement of data gives binary logarithm from sqrt.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Gin: genetic improvement research made easy.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

On adaptive specialisation in genetic improvement.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2018
Specialising Software for Different Downstream Applications Using Genetic Improvement and Code Transplantation.
IEEE Trans. Software Eng., 2018

Genetic Improvement of Software: A Comprehensive Survey.
IEEE Trans. Evol. Comput., 2018

Guest Editorial for the Special Section from the 9th International Symposium on Search Based Software Engineering.
Inf. Softw. Technol., 2018

Genetic Improvement of Software (Dagstuhl Seminar 18052).
Dagstuhl Reports, 2018

Evolving Better Software Parameters.
Proceedings of the Search-Based Software Engineering - 10th International Symposium, 2018

Evolving Better RNAfold Structure Prediction.
Proceedings of the Genetic Programming - 21st European Conference, 2018

2017
Preface to the Special Issue on Genetic Improvement.
Genet. Program. Evolvable Mach., 2017

Genetic improvement of GPU software.
Genet. Program. Evolvable Mach., 2017

Search Based Software Engineering [Guest Editorial].
IEEE Comput. Intell. Mag., 2017

Combinatorial Interaction Testing for Automated Constraint Repair.
Proceedings of the 2017 IEEE International Conference on Software Testing, 2017

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

New operators for non-functional genetic improvement.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016
API-Constrained Genetic Improvement.
Proceedings of the Search Based Software Engineering - 8th International Symposium, 2016

Validation of Constraints Among Configuration Parameters Using Search-Based Combinatorial Interaction Testing.
Proceedings of the Search Based Software Engineering - 8th International Symposium, 2016

Deep Parameter Optimisation for Face Detection Using the Viola-Jones Algorithm in OpenCV.
Proceedings of the Search Based Software Engineering - 8th International Symposium, 2016

Optimising Quantisation Noise in Energy Measurement.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Genetic Improvement 2016 Chairs' Welcome & Organization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Genetic Improvement for Code Obfuscation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Benchmarking Genetically Improved BarraCUDA on Epigenetic Methylation NGS datasets and nVidia GPUs.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015
Practical Combinatorial Interaction Testing: Empirical Findings on Efficiency and Early Fault Detection.
IEEE Trans. Software Eng., 2015

Testing Django Configurations Using Combinatorial Interaction Testing.
Proceedings of the Search-Based Software Engineering - 7th International Symposium, 2015

Automated software transplantation.
Proceedings of the 2015 International Symposium on Software Testing and Analysis, 2015

Constraints: The Future of Combinatorial Interaction Testing.
Proceedings of the 8th IEEE/ACM International Workshop on Search-Based Software Testing, 2015

Learning Combinatorial Interaction Test Generation Strategies Using Hyperheuristic Search.
Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

Improving CUDA DNA Analysis Software with Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

GI4GI: Improving Genetic Improvement Fitness Functions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Reducing Energy Consumption Using Genetic Improvement.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Bridging Constraint Satisfaction and Boolean Satisfiability
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.
Proceedings of the 18th International Software Product Line Conference, 2014

Genetic improvement for adaptive software engineering (keynote).
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.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Using Genetic Improvement and Code Transplants to Specialise a C++ Program to a Problem Class.
Proceedings of the Genetic Programming - 17th European Conference, 2014

2013
Applying Genetic Improvement to MiniSAT.
Proceedings of the Search Based Software Engineering - 5th International Symposium, 2013

Efficiency and early fault detection with lower and higher strength combinatorial interaction testing.
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.
Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2013, 2013

2012
On the bridge between constraint satisfaction and Boolean satisfiability.
PhD thesis, 2012

Local Consistency and SAT-Solvers.
J. Artif. Intell. Res., 2012

2011
The Order Encoding: From Tractable CSP to Tractable SAT.
Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2011, 2011


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