{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,11]],"date-time":"2025-09-11T22:53:41Z","timestamp":1757631221521,"version":"3.44.0"},"reference-count":71,"publisher":"Association for Computing Machinery (ACM)","issue":"3","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["SIGSOFT Softw. Eng. Notes"],"published-print":{"date-parts":[[2025,7,18]]},"abstract":"<jats:p>The GI @ ICSE 2025 workshop, held 27 April, in addition to presentations, contained a keynote on the latest results on automated program generation for testing static program analyzers, which could have huge impact on GI for improving programs for APG, and a tutorial on Magpie, a widely used language independent GI tool. We summarise these, the papers, people, prizes, acknowledgements, discussions and hopes for the future.<\/jats:p>","DOI":"10.1145\/3743095.3743105","type":"journal-article","created":{"date-parts":[[2025,7,19]],"date-time":"2025-07-19T17:40:59Z","timestamp":1752946859000},"page":"48-58","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["The 14th International Workshop on Genetic Improvement(GI @ ICSE 2025)"],"prefix":"10.1145","volume":"50","author":[{"given":"William B.","family":"Langdon","sequence":"first","affiliation":[{"name":"UCL, London, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aymeric","family":"Blot","sequence":"additional","affiliation":[{"name":"Universite de Rennes, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Oliver","family":"Krauss","sequence":"additional","affiliation":[{"name":"FH Upper Austria, , Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2025,7,19]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/3520304.3534041"},{"key":"e_1_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSUSC.2022.3160491"},{"key":"e_1_2_1_3_1","first-page":"1100","volume-title":"Proceedings of the 27th Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering ESEC\/FSE 2019","author":"An Gabin","year":"2019","unstructured":"Gabin An, Aymeric Blot, Justyna Petke, and Shin Yoo. PyGGI 2.0: Language independent genetic improvement framework. In Sven Apel and Alessandra Russo, editors, Proceedings of the 27th Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering ESEC\/FSE 2019), pages 1100--1104, Tallinn, Estonia, August 26--30 2019. ACM."},{"key":"e_1_2_1_4_1","first-page":"19","volume-title":"ICSE workshops proceedings","author":"An Gabin","year":"2018","unstructured":"Gabin An, Jinhan Kim, and Shin Yoo. Comparing line and AST granularity level for program repair using PyGGI. In Justyna Petke, Kathryn Stolee, William B. Langdon, and Westley Weimer, editors, GI-2018, ICSE workshops proceedings, pages 19--26, Gothenburg, Sweden, 2 June 2018. ACM."},{"key":"e_1_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-89694-4_7"},{"key":"e_1_2_1_6_1","first-page":"257","volume-title":"International Symposium on Software Testing and Analysis, ISSTA 2015","author":"Barr Earl T.","year":"2015","unstructured":"Earl T. Barr, Mark Harman, Yue Jia, Alexandru Marginean, and Justyna Petke. Automated software transplantation. In Tao Xie and Michal Young, editors, International Symposium on Software Testing and Analysis, ISSTA 2015, pages 257--269, Baltimore, Maryland, USA, 14--17 July 2015. ACM. ACM SIGSOFT Distinguished Paper Award."},{"key":"e_1_2_1_7_1","first-page":"118","volume-title":"Proceedings of the 2018 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC\/FSE 2018","author":"Basios Michail","year":"2018","unstructured":"Michail Basios, Lingbo Li, Fan Wu, Leslie Kanthan, and Earl T. Barr. Darwinian data structure selection. In Gary T. Leavens, Alessandro Garcia, and Corina S. Pasareanu, editors, Proceedings of the 2018 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC\/FSE 2018, pages 118--128, Lake Buena Vista, FL, USA, 4--9 November 2018. ACM."},{"key":"e_1_2_1_8_1","first-page":"11","volume-title":"13th International Workshop on Genetic Improvement @ICSE 2024","author":"Baxter Hunter","year":"2024","unstructured":"Hunter Baxter, Yu Huang, and Kevin Leach. Genetic improvement for DNN security. In Gabin An, Aymeric Blot, Vesna Nowack, Oliver Krauss, and Justyna Petke, editors, 13th International Workshop on Genetic Improvement @ICSE 2024, pages 11--12, Lisbon, 16 April 2024. ACM. Best Presentation."},{"key":"e_1_2_1_9_1","first-page":"27","volume-title":"14th International Workshop on Genetic Improvement @ICSE 2025","author":"Blot Aymeric","year":"2025","unstructured":"Aymeric Blot. Automated software performance improvement with Magpie. In Aymeric Blot, Vesna Nowack, Penn Faulkner Rainford, and Oliver Krauss, editors, 14th International Workshop on Genetic Improvement @ICSE 2025, page vi, Ottawa, 27 April 2025. IEEE. Invited tutorial."},{"key":"e_1_2_1_10_1","volume-title":"14th International Workshop on Genetic Improvement @ICSE 2025","author":"Blot Aymeric","year":"2025","unstructured":"Aymeric Blot, Vesna Nowack, Penn Faulkner Rainford, and Oliver Krauss, editors. 14th International Workshop on Genetic Improvement @ICSE 2025, Ottawa, 27 April 2025. IEEE."},{"key":"e_1_2_1_11_1","volume-title":"MAGPIE: Machine automated general performance improvement via evolution of software. arXiv","author":"Blot Aymeric","year":"2022","unstructured":"Aymeric Blot and Justyna Petke. MAGPIE: Machine automated general performance improvement via evolution of software. arXiv, 4 August 2022."},{"key":"e_1_2_1_12_1","volume-title":"Using genetic improvement to optimise optimisation algorithm implementations","author":"Blot Aymeric","year":"2022","unstructured":"Aymeric Blot and Justyna Petke. Using genetic improvement to optimise optimisation algorithm implementations. In Khaled Hadj-Hamou, editor, 23'eme congr'es annuel de la Soci\u00b4et\u00b4e Fran\u00b8caise de Recherche Op\u00b4erationnelle et d'Aide 'a la D\u00b4ecision, ROADEF'2022, Villeurbanne - Lyon, France, 23--25 February 2022. INSA Lyon."},{"key":"e_1_2_1_13_1","first-page":"1139","volume-title":"Genetic Improvement 2016 Workshop","author":"Bokhari Mahmoud","year":"2016","unstructured":"Mahmoud Bokhari and Markus Wagner. Optimising energy consumption heuristically on Android mobile phones. In Justyna Petke, David R. White, and Westley Weimer, editors, Genetic Improvement 2016 Workshop, pages 1139--1140, Denver, July 20--24 2016. ACM."},{"key":"e_1_2_1_14_1","volume-title":"14th International Workshop on Genetic Improvement @ICSE 2025","author":"Bose Damien","year":"2025","unstructured":"Damien Bose, Carol Hanna, and Justyna Petke. Enhancing software runtime with reinforcement learning-driven mutation operator selection in genetic improvement. In Aymeric Blot, Vesna Nowack, Penn Faulkner Rainford, and Oliver Krauss, editors, 14th International Workshop on Genetic Improvement @ICSE 2025, Ottawa, 27 April 2025. forthcoming."},{"key":"e_1_2_1_15_1","volume-title":"14th International Workshop on Genetic Improvement @ICSE 2025","author":"Bouras Dimitrios Stamatios","year":"2025","unstructured":"Dimitrios Stamatios Bouras, Justyna Petke, and Sergey Mechtaev. Llm-assisted crossover in genetic improvement of software. In Aymeric Blot, Vesna Nowack, Penn Faulkner Rainford, and Oliver Krauss, editors, 14th International Workshop on Genetic Improvement @ICSE 2025, Ottawa, 27 April 2025. Best presentation."},{"key":"e_1_2_1_16_1","volume-title":"ICSE 2021: Personal reflection of a workshop participant. SIGSOFT Software Engineering Notes, 46(4):28--30","author":"Brownlee Alexander E. I.","year":"2021","unstructured":"Alexander E. I. Brownlee. Genetic Improvement @ ICSE 2021: Personal reflection of a workshop participant. SIGSOFT Software Engineering Notes, 46(4):28--30, October 2021."},{"key":"e_1_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/GI52543.2021.00011"},{"key":"e_1_2_1_18_1","volume-title":"Large language model based mutations in genetic improvement. 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On reducing network usage with genetic improvement. In Gabin An, Aymeric Blot, Vesna Nowack, Oliver Krauss, and Justyna Petke, editors, 13th International Workshop on Genetic Improvement @ICSE 2024, pages 23--30, Lisbon, 16 April 2024. ACM."},{"key":"e_1_2_1_22_1","doi-asserted-by":"crossref","unstructured":"James Callan and Justyna Petke. Multi-objective genetic improvement: A case study with EvoSuite. In Mike Papadakis and Silvia Regina Vergilio editors 14th International Symposium on Search Based Software Engineering SSBSE 2020 volume 13711 of LNCS pages 111--117 Singapore 17--18 November 2022. Springer.","DOI":"10.1007\/978-3-031-21251-2_8"},{"key":"e_1_2_1_23_1","volume-title":"Multi-objective improvement of android applications. Automated Software Engineering, 32:article number 2","author":"Callan James","year":"2025","unstructured":"James Callan and Justyna Petke. Multi-objective improvement of android applications. Automated Software Engineering, 32:article number 2, 2025. 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Inferring automatic test oracles. In Juan P. Galeotti and Justyna Petke, editors, Search-Based Software Testing, pages 5--6, Buenos Aires, Argentina, 22--23 May 2017."},{"key":"e_1_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/3318162"},{"key":"e_1_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.1145\/3703920"},{"key":"e_1_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1109\/GI52543.2021.00014"},{"key":"e_1_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2017.2693219"},{"key":"e_1_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2017.2702606"},{"key":"e_1_2_1_53_1","volume-title":"Proceedings 2019 ACM\/IEEE 6th International Genetic Improvement Workshop, GI 2019","author":"Petke Justyna","year":"2019","unstructured":"Justyna Petke, Shin Hwei Tan, William B. Langdon, and Westley Weimer, editors. 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Best paper."},{"key":"e_1_2_1_64_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE.2019.00068"},{"key":"e_1_2_1_65_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE.2009.5070536"},{"key":"e_1_2_1_66_1","volume-title":"ICSE 2019 Plenary Most Inflential Paper","author":"Weimer Westley","year":"2019","unstructured":"Westley Weimer, ThanhVu Nguyen, Claire Le Goues, and Stephanie Forrest. It does what you say, not what you mean: Lessons from a decade of program repair. ICSE 2019 Plenary Most Inflential Paper, 30 May 2019."},{"key":"e_1_2_1_67_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2010.2083669"},{"key":"e_1_2_1_68_1","doi-asserted-by":"publisher","DOI":"10.1145\/1389095.1389437"},{"key":"e_1_2_1_69_1","doi-asserted-by":"publisher","DOI":"10.1145\/3106237.3106262"},{"key":"e_1_2_1_70_1","first-page":"16","volume-title":"13th International Workshop on Genetic Improvement @ICSE 2024","author":"Yoo Shin","year":"2024","unstructured":"Shin Yoo. 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