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ORCIDJustyna Petke
Person information
- affiliation: University College London, Department of Computer Science, UK
- affiliation (PhD 2012): University of Oxford, Department of Computer Science, UK
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2020 – today
- 2024
[j18]Matias Martinez, Maria Kechagia, Anjana Perera, Justyna Petke
, Federica Sarro, Aldeida Aleti:
Test-based patch clustering for automatically-generated patches assessment. Empir. Softw. Eng. 29(5): 116 (2024)- [j17]William B. Langdon, Gabin An, Aymeric Blot, Vesna Nowack, Justyna Petke, Shin Yoo, Oliver Krauss, Erik M. Fredericks, Daniel Blackwell:
The 13th International Workshop on Genetic Improvement(GI @ ICSE 2024). ACM SIGSOFT Softw. Eng. Notes 49(3): 42-50 (2024) - [c63]James Callan, William B. Langdon, Justyna Petke:
On Reducing Network Usage with Genetic Improvement. GI@ICSE 2024: 23-30 - [c62]David Williams, James Callan, Serkan Kirbas, Sergey Mechtaev, Justyna Petke, Thomas Prideaux-Ghee, Federica Sarro:
User-Centric Deployment of Automated Program Repair at Bloomberg. ICSE-SEIP 2024: 81-91 - [c61]Justyna Petke, Matias Martinez, Maria Kechagia, Aldeida Aleti, Federica Sarro:
The Patch Overfitting Problem in Automated Program Repair: Practical Magnitude and a Baseline for Realistic Benchmarking. SIGSOFT FSE Companion 2024: 452-456 - [i17]Carol Hanna, David Clark, Federica Sarro, Justyna Petke:
Hot Fixing Software: A Comprehensive Review of Terminology, Techniques, and Applications. CoRR abs/2401.09275 (2024) - 2023
- [j16]Justyna Petke, Brad Alexander, Earl T. Barr, Alexander E. I. Brownlee, Markus Wagner, David Robert White:
Program transformation landscapes for automated program modification using Gin. Empir. Softw. Eng. 28(4): 104 (2023) - [j15]William B. Langdon, Vesna Nowack, Justyna Petke, Markus Wagner, Hyeonseok Lee, Erik M. Fredericks, Gabin An, Aymeric Blot:
Genetic Improvement @ ICSE 2023. ACM SIGSOFT Softw. Eng. Notes 48(4): 51-59 (2023) - [c60]William B. Langdon, Justyna Petke, Aymeric Blot, David Clark:
Genetically Improved Software with fewer Data Cache Misses. GECCO Companion 2023: 799-802 - [c59]Dominik Sobania, Martin Briesch, Carol Hanna, Justyna Petke:
An Analysis of the Automatic Bug Fixing Performance of ChatGPT. APR@ICSE 2023: 23-30 - [c58]Carol Hanna, Justyna Petke:
Hot Patching Hot Fixes: Reflection and Perspectives. ASE 2023: 1781-1786 - [c57]Dominik Sobania, Alina Geiger, James Callan, Alexander E. I. Brownlee, Carol Hanna, Rebecca Moussa, Mar Zamorano López, Justyna Petke, Federica Sarro:
Evaluating Explanations for Software Patches Generated by Large Language Models. SSBSE 2023: 147-152 - [c56]Alexander E. I. Brownlee, James Callan, Karine Even-Mendoza, Alina Geiger, Carol Hanna, Justyna Petke, Federica Sarro, Dominik Sobania:
Enhancing Genetic Improvement Mutations Using Large Language Models. SSBSE 2023: 153-159 - [c55]Aidan Dakhama, Karine Even-Mendoza, William B. Langdon, Héctor D. Menéndez, Justyna Petke:
SearchGEM5: Towards Reliable Gem5 with Search Based Software Testing and Large Language Models. SSBSE 2023: 160-166 - [i16]Dominik Sobania, Martin Briesch, Carol Hanna, Justyna Petke:
An Analysis of the Automatic Bug Fixing Performance of ChatGPT. CoRR abs/2301.08653 (2023) - [i15]William B. Langdon, Justyna Petke, Aymeric Blot, David Clark:
GI Software with fewer Data Cache Misses. CoRR abs/2304.03235 (2023) - [i14]Carol Hanna, Aymeric Blot, Justyna Petke:
Reinforcement Learning for Mutation Operator Selection in Automated Program Repair. CoRR abs/2306.05792 (2023) - [i13]Leandro O. Souza, Earl T. Barr, Justyna Petke, Eduardo Santana de Almeida, Paulo Anselmo da Mota Silveira Neto:
Software Product Line Engineering via Software Transplantation. CoRR abs/2307.10896 (2023) - [i12]James Callan, Justyna Petke:
Multi-Objective Improvement of Android Applications. CoRR abs/2308.11387 (2023) - [i11]Alexander E. I. Brownlee, James Callan, Karine Even-Mendoza, Alina Geiger, Carol Hanna, Justyna Petke, Federica Sarro, Dominik Sobania:
Enhancing Genetic Improvement Mutations Using Large Language Models. CoRR abs/2310.19813 (2023) - [i10]David Williams, James Callan, Serkan Kirbas, Sergey Mechtaev, Justyna Petke, Thomas Prideaux-Ghee, Federica Sarro:
User-Centric Deployment of Automated Program Repair at Bloomberg. CoRR abs/2311.10516 (2023) - 2022
- [j14]James Callan, Oliver Krauss, Justyna Petke, Federica Sarro:
How do Android developers improve non-functional properties of software? Empir. Softw. Eng. 27(5): 113 (2022) - [c54]Shengjie Zuo, Aymeric Blot, Justyna Petke:
Evaluation of genetic improvement tools for improvement of non-functional properties of software. GECCO Companion 2022: 1956-1965 - [c53]James Callan, Justyna Petke:
Improving Responsiveness of Android Activity Navigation via Genetic Improvement. ICSE-Companion 2022: 356-357 - [c52]Ibrahim Mesecan, Daniel Blackwell, David Clark, Myra B. Cohen, Justyna Petke:
Keeping Secrets: Multi-objective Genetic Improvement for Detecting and Reducing Information Leakage. ASE 2022: 61:1-61:12 - [c51]James Callan, Justyna Petke:
Multi-objective Genetic Improvement: A Case Study with EvoSuite. SSBSE 2022: 111-117 - [i9]Matias Martinez, Maria Kechagia, Anjana Perera, Justyna Petke, Federica Sarro, Aldeida Aleti:
Test-based Patch Clustering for Automatically-Generated Patches Assessment. CoRR abs/2207.11082 (2022) - [i8]Aymeric Blot, Justyna Petke:
MAGPIE: Machine Automated General Performance Improvement via Evolution of Software. CoRR abs/2208.02811 (2022) - [i7]Aymeric Blot, Justyna Petke:
A Comprehensive Survey of Benchmarks for Automated Improvement of Software's Non-Functional Properties. CoRR abs/2212.08540 (2022) - 2021
- [j13]Aymeric Blot, Justyna Petke:
Empirical Comparison of Search Heuristics for Genetic Improvement of Software. IEEE Trans. Evol. Comput. 25(5): 1001-1011 (2021) - [j12]Huayao Wu, Changhai Nie, Justyna Petke, Yue Jia, Mark Harman:
Comparative Analysis of Constraint Handling Techniques for Constrained Combinatorial Testing. IEEE Trans. Software Eng. 47(11): 2549-2562 (2021) - [c50]William B. Langdon, Justyna Petke, David Clark:
Dissipative polynomials. GECCO Companion 2021: 1683-1691 - [c49]Marta Smigielska, Aymeric Blot, Justyna Petke:
Uniform Edit Selection for Genetic Improvement: Empirical Analysis of Mutation Operator Efficacy. GI@ICSE 2021: 1-8 - [c48]James Callan, Justyna Petke:
Optimising SQL Queries Using Genetic Improvement. GI@ICSE 2021: 9-10 - [c47]Giovani Guizzo, Justyna Petke, Federica Sarro, Mark Harman:
Artifact for Enhancing Genetic Improvement of Software with Regression Test Selection. ICSE (Companion Volume) 2021: 220 - [c46]Giovani Guizzo, Justyna Petke, Federica Sarro, Mark Harman:
Enhancing Genetic Improvement of Software with Regression Test Selection. ICSE 2021: 1323-1333 - [c45]Zhiqiang Bian, Aymeric Blot, Justyna Petke:
Refining Fitness Functions for Search-Based Program Repair. APR@ICSE 2021: 1-8 - [c44]Ibrahim Mesecan, Daniel Blackwell, David Clark, Myra B. Cohen, Justyna Petke:
HyperGI: Automated Detection and Repair of Information Flow Leakage. ASE 2021: 1358-1362 - [c43]Justyna Petke, David Clark, William B. Langdon:
Software robustness: a survey, a theory, and prospects. ESEC/SIGSOFT FSE 2021: 1475-1478 - [c42]James Callan, Justyna Petke:
Improving Android App Responsiveness Through Automated Frame Rate Reduction. SSBSE 2021: 136-150 - [c41]Giovani Guizzo, Aymeric Blot, James Callan, Justyna Petke, Federica Sarro:
Refining Fitness Functions for Search-Based Automated Program Repair - A Case Study with ARJA and ARJA-e. SSBSE 2021: 159-165 - [i6]Ibrahim Mesecan, Daniel Blackwell, David Clark, Myra B. Cohen, Justyna Petke:
HyperGI: Automated Detection and Repair of Information Flow Leakage. CoRR abs/2108.12075 (2021) - 2020
- [j11]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:
Genetic Improvement @ ICSE 2020. ACM SIGSOFT Softw. Eng. Notes 45(4): 24-30 (2020) - [j10]Huayao Wu, Changhai Nie, Justyna Petke, Yue Jia, Mark Harman:
An Empirical Comparison of Combinatorial Testing, Random Testing and Adaptive Random Testing. IEEE Trans. Software Eng. 46(3): 302-320 (2020) - [c40]Alexander E. I. Brownlee, Justyna Petke, Anna F. Rasburn:
Injecting Shortcuts for Faster Running Java Code. CEC 2020: 1-8 - [c39]Aymeric Blot, Justyna Petke:
Comparing Genetic Programming Approaches for Non-functional Genetic Improvement. EuroGP 2020: 68-83 - [c38]Justyna Petke, Aymeric Blot:
Refining Fitness Functions in Test-Based Program Repair. ICSE (Workshops) 2020: 13-14 - [c37]Aymeric Blot, Justyna Petke:
Synthetic Benchmarks for Genetic Improvement. ICSE (Workshops) 2020: 287-288 - [c36]Aymeric Blot, Justyna Petke:
Stack-Based Genetic Improvement. ICSE (Workshops) 2020: 289-290 - [c35]Mingyi Lim, Giovani Guizzo, Justyna Petke:
Impact of Test Suite Coverage on Overfitting in Genetic Improvement of Software. SSBSE 2020: 188-203 - [i5]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:
Genetic Improvement @ ICSE 2020. CoRR abs/2007.15987 (2020)
2010 – 2019
- 2019
- [j9]Bobby R. Bruce, Justyna Petke, Mark Harman, Earl T. Barr:
Approximate Oracles and Synergy in Software Energy Search Spaces. IEEE Trans. Software Eng. 45(11): 1150-1169 (2019) - [c34]William B. Langdon, Justyna Petke:
Genetic improvement of data gives binary logarithm from sqrt. GECCO (Companion) 2019: 413-414 - [c33]Alexander E. I. Brownlee, Justyna Petke, Brad Alexander, Earl T. Barr, Markus Wagner, David Robert White:
Gin: genetic improvement research made easy. GECCO 2019: 985-993 - [c32]Aymeric Blot, Justyna Petke:
On adaptive specialisation in genetic improvement. GECCO (Companion) 2019: 1703-1704 - [c31]Justyna Petke, Brad Alexander, Earl T. Barr, Alexander E. I. Brownlee, Markus Wagner, David Robert White:
A survey of genetic improvement search spaces. GECCO (Companion) 2019: 1715-1721 - [c30]Gabin An, Aymeric Blot, Justyna Petke, Shin Yoo:
PyGGI 2.0: language independent genetic improvement framework. ESEC/SIGSOFT FSE 2019: 1100-1104 - [c29]Justyna Petke, Alexander E. I. Brownlee:
Software Improvement with Gin: A Case Study. SSBSE 2019: 183-189 - [e3]Justyna Petke, Shin Hwei Tan, William B. Langdon, Westley Weimer:
Proceedings of the 6th International Workshop on Genetic Improvement, GI@ICSE 2019, Montreal, Quebec, Canada, May 28, 2019. ACM 2019, ISBN 978-1-7281-2268-7 [contents] - [i4]Huayao Wu, Changhai Nie, Justyna Petke, Yue Jia, Mark Harman:
A Survey of Constrained Combinatorial Testing. CoRR abs/1908.02480 (2019) - 2018
- [j8]Justyna Petke, Tim Menzies:
Guest Editorial for the Special Section from the 9th International Symposium on Search Based Software Engineering. Inf. Softw. Technol. 104: 194 (2018) - [j7]Justyna Petke, Saemundur O. Haraldsson, Mark Harman, William B. Langdon, David Robert White, John R. Woodward:
Genetic Improvement of Software: A Comprehensive Survey. IEEE Trans. Evol. Comput. 22(3): 415-432 (2018) - [j6]Justyna Petke, Mark Harman, William B. Langdon, Westley Weimer:
Specialising Software for Different Downstream Applications Using Genetic Improvement and Code Transplantation. IEEE Trans. Software Eng. 44(6): 574-594 (2018) - [c28]William B. Langdon, Justyna Petke, Ronny Lorenz:
Evolving Better RNAfold Structure Prediction. EuroGP 2018: 220-236 - [c27]William B. Langdon, Justyna Petke:
Evolving Better Software Parameters. SSBSE 2018: 363-369 - [e2]Justyna Petke, Kathryn T. Stolee, William B. Langdon, Westley Weimer:
Proceedings of the 4th International Genetic Improvement Workshop, GI@ICSE 2018, Gothenburg, Sweden, June 2, 2018. ACM 2018 [contents] - [i3]Justyna Petke, Claire Le Goues, Stephanie Forrest, William B. Langdon:
Genetic Improvement of Software (Dagstuhl Seminar 18052). Dagstuhl Reports 8(1): 158-182 (2018) - 2017
- [j5]He Jiang, Ke Tang, Justyna Petke, Mark Harman:
Search Based Software Engineering [Guest Editorial]. IEEE Comput. Intell. Mag. 12(2): 23-71 (2017) - [j4]Justyna Petke:
Preface to the Special Issue on Genetic Improvement. Genet. Program. Evolvable Mach. 18(1): 3-4 (2017) - [j3]William B. Langdon, Brian Yee Hong Lam, Marc Modat, Justyna Petke, Mark Harman:
Genetic improvement of GPU software. Genet. Program. Evolvable Mach. 18(1): 5-44 (2017) - [c26]Justyna Petke:
New operators for non-functional genetic improvement. GECCO (Companion) 2017: 1541-1542 - [c25]Juan Pablo Galeotti, Justyna Petke:
10th International Workshop on Search-Based Software Testing (SBST 2017). SBST@ICSE 2017: 1 - [c24]Angelo Gargantini, Justyna Petke, Marco Radavelli:
Combinatorial Interaction Testing for Automated Constraint Repair. ICST Workshops 2017: 239-248 - [e1]Tim Menzies, Justyna Petke:
Search Based Software Engineering - 9th International Symposium, SSBSE 2017, Paderborn, Germany, September 9-11, 2017, Proceedings. Lecture Notes in Computer Science 10452, Springer 2017, ISBN 978-3-319-66298-5 [contents] - 2016
- [c23]Westley Weimer, Justyna Petke, David Robert White:
Genetic Improvement 2016 Chairs' Welcome & Organization. GECCO (Companion) 2016: 1129-1130 - [c22]William B. Langdon, Albert Vilella, Brian Yee Hong Lam, Justyna Petke, Mark Harman:
Benchmarking Genetically Improved BarraCUDA on Epigenetic Methylation NGS datasets and nVidia GPUs. GECCO (Companion) 2016: 1131-1132 - [c21]Justyna Petke:
Genetic Improvement for Code Obfuscation. GECCO (Companion) 2016: 1135-1136 - [c20]William B. Langdon, Justyna Petke, Bobby R. Bruce:
Optimising Quantisation Noise in Energy Measurement. PPSN 2016: 249-259 - [c19]Angelo Gargantini, Justyna Petke, Marco Radavelli, Paolo Vavassori:
Validation of Constraints Among Configuration Parameters Using Search-Based Combinatorial Interaction Testing. SSBSE 2016: 49-63 - [c18]William B. Langdon, David Robert White, Mark Harman, Yue Jia, Justyna Petke:
API-Constrained Genetic Improvement. SSBSE 2016: 224-230 - [c17]Bobby R. Bruce, Jonathan M. Aitken, Justyna Petke:
Deep Parameter Optimisation for Face Detection Using the Viola-Jones Algorithm in OpenCV. SSBSE 2016: 238-243 - 2015
- [b2]Justyna Petke:
Bridging Constraint Satisfaction and Boolean Satisfiability. Artificial Intelligence: Foundations, Theory, and Algorithms, Springer 2015, ISBN 978-3-319-21809-0, pp. 1-103 - [j2]Justyna Petke, Myra B. Cohen, Mark Harman, Shin Yoo:
Practical Combinatorial Interaction Testing: Empirical Findings on Efficiency and Early Fault Detection. IEEE Trans. Software Eng. 41(9): 901-924 (2015) - [c16]Mark Harman, Justyna Petke:
GI4GI: Improving Genetic Improvement Fitness Functions. GECCO (Companion) 2015: 793-794 - [c15]William B. Langdon, Brian Yee Hong Lam, Justyna Petke, Mark Harman:
Improving CUDA DNA Analysis Software with Genetic Programming. GECCO 2015: 1063-1070 - [c14]Bobby R. Bruce, Justyna Petke, Mark Harman:
Reducing Energy Consumption Using Genetic Improvement. GECCO 2015: 1327-1334 - [c13]Justyna Petke:
Constraints: The Future of Combinatorial Interaction Testing. SBST@ICSE 2015: 17-18 - [c12]Yue Jia, Myra B. Cohen, Mark Harman, Justyna Petke:
Learning Combinatorial Interaction Test Generation Strategies Using Hyperheuristic Search. ICSE (1) 2015: 540-550 - [c11]Earl T. Barr, Mark Harman, Yue Jia, Alexandru Marginean, Justyna Petke:
Automated software transplantation. ISSTA 2015: 257-269 - [c10]Justyna Petke:
Testing Django Configurations Using Combinatorial Interaction Testing. SSBSE 2015: 242-247 - 2014
- [c9]Justyna Petke, Mark Harman, William B. Langdon, Westley Weimer:
Using Genetic Improvement and Code Transplants to Specialise a C++ Program to a Problem Class. EuroGP 2014: 137-149 - [c8]William B. Langdon, Marc Modat, Justyna Petke, Mark Harman:
Improving 3D medical image registration CUDA software with genetic programming. GECCO 2014: 951-958 - [c7]Mark Harman, Yue Jia, William B. Langdon, Justyna Petke, Iman Hemati Moghadam, Shin Yoo, Fan Wu:
Genetic improvement for adaptive software engineering (keynote). SEAMS 2014: 1-4 - [c6]Mark Harman, Yue Jia, Jens Krinke, William B. Langdon, Justyna Petke, Yuanyuan Zhang:
Search based software engineering for software product line engineering: a survey and directions for future work. SPLC 2014: 5-18 - [i2]Peter Jeavons, Justyna Petke:
Local Consistency and SAT-Solvers. CoRR abs/1401.4613 (2014) - 2013
- [c5]Igor Razgon, Justyna Petke:
Cliquewidth and Knowledge Compilation. SAT 2013: 335-350 - [c4]Justyna Petke, Shin Yoo, Myra B. Cohen, Mark Harman:
Efficiency and early fault detection with lower and higher strength combinatorial interaction testing. ESEC/SIGSOFT FSE 2013: 26-36 - [c3]Justyna Petke, William B. Langdon, Mark Harman:
Applying Genetic Improvement to MiniSAT. SSBSE 2013: 257-262 - [i1]Igor Razgon, Justyna Petke:
Cliquewidth and Knowledge Compilation. CoRR abs/1303.4081 (2013) - 2012
- [b1]Justyna Petke:
On the bridge between constraint satisfaction and Boolean satisfiability. University of Oxford, UK, 2012 - [j1]Peter Jeavons, Justyna Petke:
Local Consistency and SAT-Solvers. J. Artif. Intell. Res. 43: 329-351 (2012) - 2011
- [c2]Justyna Petke, Peter Jeavons:
The Order Encoding: From Tractable CSP to Tractable SAT. SAT 2011: 371-372 - 2010
- [c1]Justyna Petke, Peter Jeavons:
Local Consistency and SAT-Solvers. CP 2010: 398-413
Coauthor Index
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