Justyna Petke - researchr profile publications

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Publications with a 'Justyna Petke' as author, editor, or advisor:

Proceedings of the 4th International Genetic Improvement Workshop, GI@ICSE 2018, Gothenburg, Sweden, June 2, 2018Justyna Petke, Kathryn T. Stolee, William B. Langdon, Westley Weimer, editors, ACM, 2018. [doi]
Evaluation of genetic improvement tools for improvement of non-functional properties of softwareShengjie Zuo, Aymeric Blot, Justyna Petke. gecco 2022: 1956-1965 [doi]
Genetic improvement of data gives binary logarithm from sqrtWilliam B. Langdon, Justyna Petke. gecco 2019: 413-414 [doi]
Software Product Line Engineering via Software TransplantationLeandro O. Souza, Eduardo Santana de Almeida, Paulo Anselmo da Mota Silveira Neto, Earl T. Barr, Justyna Petke. TOSEM, 34(2), February 2025. [doi]
Software Improvement with Gin: A Case StudyJustyna Petke, Alexander E. I. Brownlee. ssbse 2019: 183-189 [doi]
A survey of genetic improvement search spacesJustyna Petke, Brad Alexander, Earl T. Barr, Alexander E. I. Brownlee, Markus Wagner 0007, David Robert White. gecco 2019: 1715-1721 [doi]
Genetically Improved Software with fewer Data Cache MissesWilliam B. Langdon, Justyna Petke, Aymeric Blot, David Clark 0001. gecco 2023: 799-802 [doi]
Keeping Secrets: Multi-objective Genetic Improvement for Detecting and Reducing Information LeakageIbrahim Mesecan, Daniel Blackwell, David Clark 0001, Myra B. Cohen, Justyna Petke. ASE 2022: [doi]
Evaluating Explanations for Software Patches Generated by Large Language ModelsDominik Sobania, Alina Geiger, James Callan, Alexander E. I. Brownlee, Carol Hanna, Rebecca Moussa, Mar Zamorano López, Justyna Petke, Federica Sarro. ssbse 2024: 147-152 [doi]
An Empirical Comparison of Combinatorial Testing, Random Testing and Adaptive Random TestingHuayao Wu, Changhai Nie, Justyna Petke, Yue Jia 0001, Mark Harman. TSE, 46(3):302-320, 2020. [doi]
Enhancing Software Runtime With Reinforcement Learning-Driven Mutation Operator Selection in Genetic ImprovementDamien Bose, Carol Hanna, Justyna Petke. gi-ws 2025: 27-34 [doi]
Preface to the Special Issue on Genetic ImprovementJustyna Petke. gpem, 18(1):3-4, 2017. [doi]
Refining Fitness Functions in Test-Based Program RepairJustyna Petke, Aymeric Blot. ICSE 2020: 13-14 [doi]
Improving CUDA DNA Analysis Software with Genetic ProgrammingWilliam B. Langdon, Brian Yee Hong Lam, Justyna Petke, Mark Harman. gecco 2015: 1063-1070 [doi]
Test-based patch clustering for automatically-generated patches assessmentMatias Martinez, Maria Kechagia, Anjana Perera, Justyna Petke, Federica Sarro, Aldeida Aleti. ese, 29(5):116, September 2024. [doi]
Cliquewidth and Knowledge CompilationIgor Razgon, Justyna Petke. sat 2013: 335-350 [doi]
Combinatorial Interaction Testing for Automated Constraint RepairAngelo Gargantini, Justyna Petke, Marco Radavelli. icst 2017: 239-248 [doi]
Genetic Improvement @ ICSE 2023William B. Langdon, Vesna Nowack, Justyna Petke, Markus Wagner 0007, Hyeonseok Lee, Erik M. Fredericks, Gabin An, Aymeric Blot. sigsoft, 48(4):51-59, October 2023. [doi]
Bridging Constraint Satisfaction and Boolean SatisfiabilityJustyna Petke. Artificial Intelligence: Foundations, Theory, and Algorithms, Springer, 2015. [doi]
Mining for Mutation Operators for Reduction of Information Flow Control ViolationsIlya Kosorukov, Daniel Blackwell, David Clark 0001, Myra B. Cohen, Justyna Petke. ASE 2024: 2324-2328 [doi]
Synthetic Benchmarks for Genetic ImprovementAymeric Blot, Justyna Petke. ICSE 2020: 287-288 [doi]
User-Centric Deployment of Automated Program Repair at BloombergDavid Williams, James Callan, Serkan Kirbas, Sergey Mechtaev, Justyna Petke, Thomas Prideaux-Ghee, Federica Sarro. ICSE 2024: 81-91 [doi]
Guest Editorial for the Special Section from the 9th International Symposium on Search Based Software EngineeringJustyna Petke, Tim Menzies. INFSOF, 104:194, 2018. [doi]
GAFLERNA Ahoy! Integrating EM Side-Channel Analysis into Traditional Fuzzing WorkflowsJorge Barredo, Justyna Petke, David Clark 0001, Daniel Blackwell, Maialen Eceiza, Jose Luis Flores 0001, Mikel Iturbe. FSE 2025: 550-554 [doi]
Refining Fitness Functions for Search-Based Program RepairZhiqiang Bian, Aymeric Blot, Justyna Petke. icse-apr 2021: 1-8 [doi]
PyGGI 2.0: language independent genetic improvement frameworkGabin An, Aymeric Blot, Justyna Petke, Shin Yoo. FSE 2019: 1100-1104 [doi]
Artifact for Enhancing Genetic Improvement of Software with Regression Test SelectionGiovani Guizzo, Justyna Petke, Federica Sarro, Mark Harman. ICSE 2021: 220 [doi]
Enhancing Genetic Improvement of Software with Regression Test SelectionGiovani Guizzo, Justyna Petke, Federica Sarro, Mark Harman. ICSE 2021: 1323-1333 [doi]
On adaptive specialisation in genetic improvementAymeric Blot, Justyna Petke. gecco 2019: 1703-1704 [doi]
How do Android developers improve non-functional properties of software?James Callan, Oliver Krauss, Justyna Petke, Federica Sarro. ese, 27(5):113, 2022. [doi]
Specialising Software for Different Downstream Applications Using Genetic Improvement and Code TransplantationJustyna Petke, Mark Harman, William B. Langdon, Westley Weimer. TSE, 44(6):574-594, 2018. [doi]
Applying Genetic Improvement to MiniSATJustyna Petke, William B. Langdon, Mark Harman. ssbse 2013: 257-262 [doi]
Gin: genetic improvement research made easyAlexander E. I. Brownlee, Justyna Petke, Brad Alexander, Earl T. Barr, Markus Wagner 0007, David Robert White. gecco 2019: 985-993 [doi]
Empirical Comparison of Runtime Improvement Approaches: Genetic Improvement, Parameter Tuning, and Their CombinationThanatad Songpetchmongkol, Aymeric Blot, Justyna Petke. gi-ws 2025: 35-42 [doi]
Optimising Quantisation Noise in Energy MeasurementWilliam B. Langdon, Justyna Petke, Bobby R. Bruce. ppsn 2016: 249-259 [doi]
Comparing Genetic Programming Approaches for Non-functional Genetic ImprovementAymeric Blot, Justyna Petke. eurogp 2020: 68-83 [doi]
Genetic Improvement for Code ObfuscationJustyna Petke. gecco 2016: 1135-1136 [doi]
Search Based Software Engineering [Guest Editorial]He Jiang, Ke Tang, Justyna Petke, Mark Harman. cim, 12(2):23-71, 2017. [doi]
Empirical Comparison of Search Heuristics for Genetic Improvement of SoftwareAymeric Blot, Justyna Petke. tec, 25(5):1001-1011, 2021. [doi]
Evolving Better RNAfold Structure PredictionWilliam B. Langdon, Justyna Petke, Ronny Lorenz. eurogp 2018: 220-236 [doi]
Search Based Software Engineering - 9th International Symposium, SSBSE 2017, Paderborn, Germany, September 9-11, 2017, ProceedingsTim Menzies, Justyna Petke, editors, Volume 10452 of Lecture Notes in Computer Science, Springer, 2017. [doi]
Learning Combinatorial Interaction Test Generation Strategies Using Hyperheuristic SearchYue Jia, Myra B. Cohen, Mark Harman, Justyna Petke. ICSE 2015: 540-550 [doi]
Validation of Constraints Among Configuration Parameters Using Search-Based Combinatorial Interaction TestingAngelo Gargantini, Justyna Petke, Marco Radavelli, Paolo Vavassori. ssbse 2016: 49-63 [doi]
Program transformation landscapes for automated program modification using GinJustyna Petke, Brad Alexander, Earl T. Barr, Alexander E. I. Brownlee, Markus Wagner 0007, David Robert White. ese, 28(4):104, July 2023. [doi]
Local Consistency and SAT-SolversPeter Jeavons, Justyna Petke. jair, 43:329-351, 2012. [doi]
Efficiency and early fault detection with lower and higher strength combinatorial interaction testingJustyna Petke, Shin Yoo, Myra B. Cohen, Mark Harman. FSE 2013: 26-36 [doi]
The Order Encoding: From Tractable CSP to Tractable SATJustyna Petke, Peter Jeavons. sat 2011: 371-372 [doi]
Fuzzing-Based Differential Testing for Quantum SimulatorsDaniel Blackwell, Justyna Petke, Yazhuo Cao, Avner Bensoussan. ssbse 2024: 63-69 [doi]
Multi-objective Genetic Improvement: A Case Study with EvoSuiteJames Callan, Justyna Petke. ssbse 2022: 111-117 [doi]
On Reducing Network Usage with Genetic ImprovementJames Callan, William B. Langdon, Justyna Petke. gi-ws 2024: 23-30 [doi]
Deep Parameter Optimisation for Face Detection Using the Viola-Jones Algorithm in OpenCVBobby R. Bruce, Jonathan M. Aitken, Justyna Petke. ssbse 2016: 238-243 [doi]
Evolving Better Software ParametersWilliam B. Langdon, Justyna Petke. ssbse 2018: 363-369 [doi]
Practical Combinatorial Interaction Testing: Empirical Findings on Efficiency and Early Fault DetectionJustyna Petke, Myra B. Cohen, Mark Harman, Shin Yoo. TSE, 41(9):901-924, 2015. [doi]
Refining Fitness Functions for Search-Based Automated Program Repair - A Case Study with ARJA and ARJA-eGiovani Guizzo, Aymeric Blot, James Callan, Justyna Petke, Federica Sarro. ssbse 2021: 159-165 [doi]
Hot Patching Hot Fixes: Reflection and PerspectivesCarol Hanna, Justyna Petke. ASE 2023: 1781-1786 [doi]
New operators for non-functional genetic improvementJustyna Petke. gecco 2017: 1541-1542 [doi]
Reducing Energy Consumption Using Genetic ImprovementBobby R. Bruce, Justyna Petke, Mark Harman. gecco 2015: 1327-1334 [doi]
Stack-Based Genetic ImprovementAymeric Blot, Justyna Petke. ICSE 2020: 289-290 [doi]
Search+LLM-Based Testing for ARM SimulatorsKarine Even Mendoza, Héctor D. Menéndez 0001, William B. Langdon, Aidan Dakhama, Justyna Petke, Bobby R. Bruce. icse-seip 2025: 469-480 [doi]
Optimising SQL Queries Using Genetic ImprovementJames Callan, Justyna Petke. gi-ws 2021: 9-10 [doi]
Genetic Improvement of Software: A Comprehensive SurveyJustyna Petke, Saemundur O. Haraldsson, Mark Harman, William B. Langdon, David Robert White, John R. Woodward. tec, 22(3):415-432, 2018. [doi]
Uniform Edit Selection for Genetic Improvement: Empirical Analysis of Mutation Operator EfficacyMarta Smigielska, Aymeric Blot, Justyna Petke. gi-ws 2021: 1-8 [doi]
API-Constrained Genetic ImprovementWilliam B. Langdon, David R. White, Mark Harman, Yue Jia, Justyna Petke. ssbse 2016: 224-230 [doi]
Using Genetic Improvement and Code Transplants to Specialise a C++ Program to a Problem ClassJustyna Petke, Mark Harman, William B. Langdon, Westley Weimer. eurogp 2014: 137-149 [doi]
Speeding Up Genetic Improvement via Regression Test SelectionGiovani Guizzo, David Williams, Mark Harman, Justyna Petke, Federica Sarro. TOSEM, 33(8), November 2024. [doi]
The Patch Overfitting Problem in Automated Program Repair: Practical Magnitude and a Baseline for Realistic BenchmarkingJustyna Petke, Matias Martinez, Maria Kechagia, Aldeida Aleti, Federica Sarro. FSE 2024: 452-456 [doi]
Enhancing Genetic Improvement Mutations Using Large Language ModelsAlexander E. I. Brownlee, James Callan, Karine Even Mendoza, Alina Geiger, Carol Hanna, Justyna Petke, Federica Sarro, Dominik Sobania. ssbse 2024: 153-159 [doi]
Impact of Test Suite Coverage on Overfitting in Genetic Improvement of SoftwareMingyi Lim, Giovani Guizzo, Justyna Petke. ssbse 2020: 188-203 [doi]
Genetic improvement of GPU softwareWilliam B. Langdon, Brian Yee Hong Lam, Marc Modat, Justyna Petke, Mark Harman. gpem, 18(1):5-44, 2017. [doi]
A Comprehensive Survey of Benchmarks for Improvement of Software's Non-Functional PropertiesAymeric Blot, Justyna Petke. ACM Comput. Surv., 57(7), July 2025. [doi]
Genetic Improvement of Software (Dagstuhl Seminar 18052)Justyna Petke, Claire Le Goues, Stephanie Forrest, William B. Langdon. dagstuhl-reports, 8(1):158-182, 2018. [doi]
Reinforcement learning for mutation operator selection in automated program repairCarol Hanna, Aymeric Blot, Justyna Petke. ASE, 32(2):31, November 2025. [doi]
Injecting Shortcuts for Faster Running Java CodeAlexander E. I. Brownlee, Justyna Petke, Anna F. Rasburn. cec 2020: 1-8 [doi]
Proceedings of the 6th International Workshop on Genetic Improvement, GI@ICSE 2019, Montreal, Quebec, Canada, May 28, 2019Justyna Petke, Shin Hwei Tan, William B. Langdon, Westley Weimer, editors, ACM, 2019. [doi]
Comparative Analysis of Constraint Handling Techniques for Constrained Combinatorial TestingHuayao Wu, Changhai Nie, Justyna Petke, Yue Jia 0001, Mark Harman. TSE, 47(11):2549-2562, 2021. [doi]
An Analysis of the Automatic Bug Fixing Performance of ChatGPTDominik Sobania, Martin Briesch, Carol Hanna, Justyna Petke. icse-apr 2023: 23-30 [doi]
On the bridge between constraint satisfaction and Boolean satisfiabilityJustyna Petke. PhD thesis, University of Oxford, UK, 2012. [doi]
Improving Android App Responsiveness Through Automated Frame Rate ReductionJames Callan, Justyna Petke. ssbse 2021: 136-150 [doi]
Enhancing search-based testing with LLMs for finding bugs in system simulatorsAidan Dakhama, Karine Even Mendoza, William B. Langdon, Héctor D. Menéndez 0001, Justyna Petke. ASE, 32(2):63, November 2025. [doi]
SearchGEM5: Towards Reliable Gem5 with Search Based Software Testing and Large Language ModelsAidan Dakhama, Karine Even Mendoza, William B. Langdon, Héctor D. Menéndez 0001, Justyna Petke. ssbse 2024: 160-166 [doi]
Automated software transplantationEarl T. Barr, Mark Harman, Yue Jia, Alexandru Marginean, Justyna Petke. ISSTA 2015: 257-269 [doi]
Improving 3D medical image registration CUDA software with genetic programmingWilliam B. Langdon, Marc Modat, Justyna Petke, Mark Harman. gecco 2014: 951-958 [doi]
Large language model based mutations in genetic improvementAlexander E. I. Brownlee, James Callan, Karine Even Mendoza, Alina Geiger, Carol Hanna, Justyna Petke, Federica Sarro, Dominik Sobania. ASE, 32(1):15, June 2025. [doi]
Behind the Hot Fix: Demystifying Hot Fixing Industrial Practices at Zühlke and BeyondCarol Hanna, David Elliman, Wolgang Emmerich, Federica Sarro, Justyna Petke. FSE 2025: 411-421 [doi]
Local Consistency and SAT-SolversJustyna Petke, Peter Jeavons. cp 2010: 398-413 [doi]
A Comparison of Large Language Models and Genetic Programming for Program SynthesisDominik Sobania, Justyna Petke, Martin Briesch, Franz Rothlauf. tec, 29(4):1434-1448, August 2025. [doi]
Dissipative polynomialsWilliam B. Langdon, Justyna Petke, David Clark. gecco 2021: 1683-1691 [doi]
Genetic improvement for adaptive software engineering (keynote)Mark Harman, Yue Jia, William B. Langdon, Justyna Petke, Iman Hemati Moghadam, Shin Yoo, Fan Wu. ICSE 2014: 1-4 [doi]
Genetic Improvement 2016 Chairs' Welcome & OrganizationWestley Weimer, Justyna Petke, David R. White. gecco 2016: 1129-1130 [doi]
Benchmarking Genetically Improved BarraCUDA on Epigenetic Methylation NGS datasets and nVidia GPUsWilliam B. Langdon, Albert Vilella, Brian Yee Hong Lam, Justyna Petke, Mark Harman. gecco 2016: 1131-1132 [doi]
GI4GI: Improving Genetic Improvement Fitness FunctionsMark Harman, Justyna Petke. gecco 2015: 793-794 [doi]
Software robustness: a survey, a theory, and prospectsJustyna Petke, David Clark, William B. Langdon. FSE 2021: 1475-1478 [doi]
Llm-Assisted Crossover in Genetic Improvement of SoftwareDimitrios Stamatios Bouras, Sergey Mechtaev, Justyna Petke. gi-ws 2025: 19-26 [doi]
Approximate Oracles and Synergy in Software Energy Search SpacesBobby R. Bruce, Justyna Petke, Mark Harman, Earl T. Barr. TSE, 45(11):1150-1169, 2019. [doi]
HyperGI: Automated Detection and Repair of Information Flow LeakageIbrahim Mesecan, Daniel Blackwell, David Clark, Myra B. Cohen, Justyna Petke. ASE 2021: 1358-1362 [doi]
Testing Django Configurations Using Combinatorial Interaction TestingJustyna Petke. ssbse 2015: 242-247 [doi]
10th International Workshop on Search-Based Software Testing (SBST 2017)Juan Pablo Galeotti, Justyna Petke. ICSE 2017: 1 [doi]
Genetic Improvement @ ICSE 2020William B. Langdon, Westley Weimer, Justyna Petke, Erik M. Fredericks, Seongmin Lee 0001, Emily Winter, Michail Basios, Myra B. Cohen, Aymeric Blot, Markus Wagner 0007, Bobby R. Bruce, Shin Yoo, Simos Gerasimou, Oliver Krauss, Yu Huang 0015, Michael Gerten. sigsoft, 45(4):24-30, 2020. [doi]
Multi-objective improvement of Android applicationsJames Callan, Justyna Petke. ASE, 32(1):2, June 2025. [doi]
Improving Responsiveness of Android Activity Navigation via Genetic ImprovementJames Callan, Justyna Petke. ICSE 2022: 356-357 [doi]
The 13th International Workshop on Genetic Improvement(GI @ ICSE 2024)William B. Langdon, Gabin An, Aymeric Blot, Vesna Nowack, Justyna Petke, Shin Yoo, Oliver Krauss, Erik M. Fredericks, Daniel Blackwell. sigsoft, 49(3):42-50, July 2024. [doi]
Large Language Model Based Code Completion is an Effective Genetic Improvement MutationJingyuan Wang, Carol Hanna, Justyna Petke. gi-ws 2025: 11-18 [doi]
Constraints: The Future of Combinatorial Interaction TestingJustyna Petke. ICSE 2015: 17-18 [doi]
Search based software engineering for software product line engineering: a survey and directions for future workMark Harman, Yue Jia, Jens Krinke, W. B. Langdon, J. Petke, Y. Zhang. SPLC 2014: 5-18 [doi]

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