{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T05:50:55Z","timestamp":1780465855391,"version":"3.54.1"},"publisher-location":"New York, NY, USA","reference-count":53,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,6,23]]},"DOI":"10.1145\/3696630.3728545","type":"proceedings-article","created":{"date-parts":[[2025,7,28]],"date-time":"2025-07-28T19:08:09Z","timestamp":1753729689000},"page":"192-203","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["TestGPT-Server: Automatically Testing Microservices with Large Language Models at ByteDance"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9866-2624","authenticated-orcid":false,"given":"Jue","family":"Wang","sequence":"first","affiliation":[{"name":"ByteDance, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-6531-978X","authenticated-orcid":false,"given":"Shuxiang","family":"Chen","sequence":"additional","affiliation":[{"name":"ByteDance, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-4168-6173","authenticated-orcid":false,"given":"Yu","family":"Liu","sequence":"additional","affiliation":[{"name":"ByteDance, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-8883-3978","authenticated-orcid":false,"given":"Yuan","family":"Deng","sequence":"additional","affiliation":[{"name":"ByteDance, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-0112-0736","authenticated-orcid":false,"given":"Lei","family":"Zhang","sequence":"additional","affiliation":[{"name":"ByteDance, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-8859-1137","authenticated-orcid":false,"given":"Yuanchang","family":"Fu","sequence":"additional","affiliation":[{"name":"ByteDance, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-0226-5269","authenticated-orcid":false,"given":"Bo","family":"Liu","sequence":"additional","affiliation":[{"name":"ByteDance, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2025,7,28]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Programmer's Guide to Apache Thrift","author":"Abernethy William","unstructured":"William Abernethy. 2019. Programmer's Guide to Apache Thrift. Simon and Schuster."},{"key":"e_1_3_2_1_2_1","volume-title":"2016 IEEE 9th International Conference on Service-Oriented Computing and Applications (SOCA). 44\u201351","author":"Alshuqayran Nuha","year":"2016","unstructured":"Nuha Alshuqayran, Nour Ali, and Roger Evans. 2016. A Systematic Mapping Study in Microservice Architecture. In 2016 IEEE 9th International Conference on Service-Oriented Computing and Applications (SOCA). 44\u201351. 10.1109\/SOCA.2016.15"},{"key":"e_1_3_2_1_3_1","volume-title":"Search Based Software Engineering: 9th International Symposium, SSBSE 2017, Paderborn, Germany, September 9\u201311, 2017, Proceedings 9. Springer, 3\u201317","author":"Arcuri Andrea","year":"2017","unstructured":"Andrea Arcuri. 2017. Many independent objective (MIO) algorithm for test suite generation. In Search Based Software Engineering: 9th International Symposium, SSBSE 2017, Paderborn, Germany, September 9\u201311, 2017, Proceedings 9. Springer, 3\u201317."},{"key":"e_1_3_2_1_4_1","volume-title":"RESTful API Automated Test Case Generation. In 2017 IEEE International Conference on Software Quality, Reliability and Security (QRS). 9\u201320","author":"Arcuri Andrea","year":"2017","unstructured":"Andrea Arcuri. 2017. RESTful API Automated Test Case Generation. In 2017 IEEE International Conference on Software Quality, Reliability and Security (QRS). 9\u201320. 10.1109\/QRS.2017.11"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3293455"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3391533"},{"key":"e_1_3_2_1_7_1","volume-title":"2020 IEEE 13th International Conference on Software Testing, Validation and Verification (ICST). IEEE, 153\u2013163","author":"Arcuri Andrea","year":"2020","unstructured":"Andrea Arcuri and Juan P Galeotti. 2020. Testability transformations for existing APIs. In 2020 IEEE 13th International Conference on Software Testing, Validation and Verification (ICST). IEEE, 153\u2013163."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3652157"},{"key":"e_1_3_2_1_9_1","volume-title":"RESTler: Stateful REST API Fuzzing. In 2019 IEEE\/ACM 41st International Conference on Software Engineering (ICSE). 748\u2013758","author":"Atlidakis Vaggelis","year":"2019","unstructured":"Vaggelis Atlidakis, Patrice Godefroid, and Marina Polishchuk. 2019. RESTler: Stateful REST API Fuzzing. In 2019 IEEE\/ACM 41st International Conference on Software Engineering (ICSE). 748\u2013758. 10.1109\/ICSE.2019.00083"},{"key":"e_1_3_2_1_10_1","first-page":"69","article-title":"Markov chain Monte Carlo method and its application","volume":"47","author":"Brooks Stephen","year":"1998","unstructured":"Stephen Brooks. 1998. Markov chain Monte Carlo method and its application. Journal of the royal statistical society: series D (the Statistician) 47, 1 (1998), 69\u2013100.","journal-title":"Journal of the royal statistical society: series D (the Statistician)"},{"key":"e_1_3_2_1_11_1","volume-title":"Propositional logic: deduction and algorithms","author":"B\u00fcning Hans Kleine","unstructured":"Hans Kleine B\u00fcning and Theodor Lettmann. 1999. Propositional logic: deduction and algorithms. Vol. 48. Cambridge University Press."},{"key":"e_1_3_2_1_12_1","unstructured":"ByteDance. [n. d.]. Doubao. https:\/\/www.doubao.com\/chat\/https:\/\/www.doubao.com\/chat\/. Accessed: 2025-01-14."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3143561","article-title":"Metamorphic testing: A review of challenges and opportunities","volume":"51","author":"Chen Tsong Yueh","year":"2018","unstructured":"Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu, Pak-Lok Poon, Dave Towey, TH Tse, and Zhi Quan Zhou. 2018. Metamorphic testing: A review of challenges and opportunities. ACM Computing Surveys (CSUR) 51, 1 (2018), 1\u201327.","journal-title":"ACM Computing Surveys (CSUR)"},{"key":"e_1_3_2_1_14_1","volume-title":"Understanding the metropolis-hastings algorithm. The american statistician 49, 4","author":"Chib Siddhartha","year":"1995","unstructured":"Siddhartha Chib and Edward Greenberg. 1995. Understanding the metropolis-hastings algorithm. The american statistician 49, 4 (1995), 327\u2013335."},{"key":"e_1_3_2_1_15_1","volume-title":"Mobile Forensics-The File Format Handbook: Common File Formats and File Systems Used in Mobile Devices","author":"Currier Chris","unstructured":"Chris Currier. 2022. Protocol buffers. In Mobile Forensics-The File Format Handbook: Common File Formats and File Systems Used in Mobile Devices. Springer, 223\u2013260."},{"key":"e_1_3_2_1_16_1","volume-title":"You Can REST Now: Automated Specification Inference and Black-Box Testing of RESTful APIs with Large Language Models. arXiv preprint arXiv:2402.05102","author":"Decrop Alix","year":"2024","unstructured":"Alix Decrop, Gilles Perrouin, Mike Papadakis, Xavier Devroey, and Pierre-Yves Schobbens. 2024. You Can REST Now: Automated Specification Inference and Black-Box Testing of RESTful APIs with Large Language Models. arXiv preprint arXiv:2402.05102 (2024)."},{"key":"e_1_3_2_1_17_1","volume-title":"Vulnerability-oriented Testing for RESTful APIs. In 33rd USENIX Security Symposium (USENIX Security 24)","author":"Du Wenlong","year":"2024","unstructured":"Wenlong Du, Jian Li, Yanhao Wang, Libo Chen, Ruijie Zhao, Junmin Zhu, Zhengguang Han, Yijun Wang, and Zhi Xue. 2024. Vulnerability-oriented Testing for RESTful APIs. In 33rd USENIX Security Symposium (USENIX Security 24). USENIX Association, Philadelphia, PA, 739\u2013755. https:\/\/www.usenix.org\/conference\/usenixsecurity24\/presentation\/du"},{"key":"e_1_3_2_1_18_1","first-page":"e2452","article-title":"ExVivoMicroTest: ExVivo testing of microservices","volume":"35","author":"Gazzola Luca","year":"2023","unstructured":"Luca Gazzola, Maayan Goldstein, Leonardo Mariani, Marco Mobilio, Itai Segall, Alessandro Tundo, and Luca Ussi. 2023. ExVivoMicroTest: ExVivo testing of microservices. Journal of Software: Evolution and Process 35, 4 (2023), e2452.","journal-title":"Journal of Software: Evolution and Process"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"crossref","first-page":"1300","DOI":"10.1080\/01621459.2000.10474335","article-title":"Gibbs sampling","volume":"95","author":"Gelfand Alan E","year":"2000","unstructured":"Alan E Gelfand. 2000. Gibbs sampling. Journal of the American statistical Association 95, 452 (2000), 1300\u20131304.","journal-title":"Journal of the American statistical Association"},{"key":"e_1_3_2_1_20_1","volume-title":"Markov chain Monte Carlo in practice","author":"Gilks Walter R","unstructured":"Walter R Gilks, Sylvia Richardson, and David Spiegelhalter. 1995. Markov chain Monte Carlo in practice. CRC press."},{"key":"e_1_3_2_1_21_1","volume-title":"Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering","author":"Godefroid Patrice","year":"2020","unstructured":"Patrice Godefroid, Bo-Yuan Huang, and Marina Polishchuk. 2020. Intelligent REST API data fuzzing. In Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (Virtual Event, USA) (ESEC\/FSE 2020). Association for Computing Machinery, New York, NY, USA, 725\u2013736. 10.1145\/3368089.3409719"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3617175"},{"key":"e_1_3_2_1_23_1","volume-title":"USENIX Security Symposium.","author":"G\u00fcler Emre","year":"2024","unstructured":"Emre G\u00fcler, Sergej Schumilo, Moritz Schloegel, Nils Bars, Philipp G\u00f6rz, Xinyi Xu, Cemal Kaygusuz, and Thorsten Holz. 2024. Atropos: Effective fuzzing of web applications for server-side vulnerabilities. In USENIX Security Symposium."},{"key":"e_1_3_2_1_24_1","volume-title":"Proceedings of the ACM\/IEEE 44th International Conference on Software Engineering: Companion Proceedings","author":"Hatfield-Dodds Zac","year":"2022","unstructured":"Zac Hatfield-Dodds and Dmitry Dygalo. 2022. Deriving semantics-aware fuzzers from web API schemas. In Proceedings of the ACM\/IEEE 44th International Conference on Software Engineering: Companion Proceedings (Pittsburgh, Pennsylvania) (ICSE '22). Association for Computing Machinery, New York, NY, USA, 345\u2013346. 10.1145\/3510454.3528637"},{"key":"e_1_3_2_1_25_1","volume-title":"Proceedings of the IEEE\/ACM 46th International Conference on Software Engineering","author":"Huang Ruikai","year":"2024","unstructured":"Ruikai Huang, Manish Motwani, Idel Martinez, and Alessandro Orso. 2024. Generating REST API Specifications through Static Analysis. In Proceedings of the IEEE\/ACM 46th International Conference on Software Engineering (Lisbon, Portugal) (ICSE '24). Association for Computing Machinery, New York, NY, USA, Article 107, 13 pages. 10.1145\/3597503.3639137"},{"key":"e_1_3_2_1_26_1","volume-title":"QuickREST: Property-based Test Generation of OpenAPI-Described RESTful APIs. In 2020 IEEE 13th International Conference on Software Testing, Validation and Verification (ICST). 131\u2013141","author":"Karlsson Stefan","year":"2020","unstructured":"Stefan Karlsson, Adnan \u010cau\u0161evi\u0107, and Daniel Sundmark. 2020. QuickREST: Property-based Test Generation of OpenAPI-Described RESTful APIs. In 2020 IEEE 13th International Conference on Software Testing, Validation and Verification (ICST). 131\u2013141. 10.1109\/ICST46399.2020.00023"},{"key":"e_1_3_2_1_27_1","volume-title":"Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis","author":"Kim Myeongsoo","year":"2023","unstructured":"Myeongsoo Kim, Davide Corradini, Saurabh Sinha, Alessandro Orso, Michele Pasqua, Rachel Tzoref-Brill, and Mariano Ceccato. 2023. Enhancing REST API Testing with NLP Techniques. In Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis (Seattle, WA, USA) (ISSTA 2023). Association for Computing Machinery, New York, NY, USA, 1232\u20131243. 10.1145\/3597926.3598131"},{"key":"e_1_3_2_1_28_1","volume-title":"Adaptive REST API Testing with Reinforcement Learning. In 2023 38th IEEE\/ACM International Conference on Automated Software Engineering (ASE). 446\u2013458","author":"Kim Myeongsoo","year":"2023","unstructured":"Myeongsoo Kim, Saurabh Sinha, and Alessandro Orso. 2023. Adaptive REST API Testing with Reinforcement Learning. In 2023 38th IEEE\/ACM International Conference on Automated Software Engineering (ASE). 446\u2013458. 10.1109\/ASE56229.2023.00218"},{"key":"e_1_3_2_1_29_1","volume-title":"Proceedings of the 2024 ACM\/IEEE 44th International Conference on Software Engineering: New Ideas and Emerging Results","author":"Kim Myeongsoo","year":"2024","unstructured":"Myeongsoo Kim, Tyler Stennett, Dhruv Shah, Saurabh Sinha, and Alessandro Orso. 2024. Leveraging Large Language Models to Improve REST API Testing. In Proceedings of the 2024 ACM\/IEEE 44th International Conference on Software Engineering: New Ideas and Emerging Results (Lisbon, Portugal) (ICSE-NIER'24). Association for Computing Machinery, New York, NY, USA, 37\u201341. 10.1145\/3639476.3639769"},{"key":"e_1_3_2_1_30_1","volume-title":"A Multi-Agent Approach for REST API Testing with Semantic Graphs and LLM-Driven Inputs. arXiv preprint arXiv:2411.07098","author":"Kim Myeongsoo","year":"2024","unstructured":"Myeongsoo Kim, Tyler Stennett, Saurabh Sinha, and Alessandro Orso. 2024. A Multi-Agent Approach for REST API Testing with Semantic Graphs and LLM-Driven Inputs. arXiv preprint arXiv:2411.07098 (2024)."},{"key":"e_1_3_2_1_31_1","volume-title":"Proceedings of the 31st ACM SIGSOFT International Symposium on Software Testing and Analysis","author":"Kim Myeongsoo","year":"2022","unstructured":"Myeongsoo Kim, Qi Xin, Saurabh Sinha, and Alessandro Orso. 2022. Automated test generation for REST APIs: no time to rest yet. In Proceedings of the 31st ACM SIGSOFT International Symposium on Software Testing and Analysis (Virtual, South Korea) (ISSTA 2022). Association for Computing Machinery, New York, NY, USA, 289\u2013301. 10.1145\/3533767.3534401"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3056505"},{"key":"e_1_3_2_1_33_1","volume-title":"Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering","author":"Liu Yi","year":"2022","unstructured":"Yi Liu. 2022. RESTInfer: automated inferring parameter constraints from natural language RESTful API descriptions. In Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (Singapore, Singapore) (ESEC\/FSE 2022). Association for Computing Machinery, New York, NY, USA, 1816\u20131818. 10.1145\/3540250.3559078"},{"key":"e_1_3_2_1_34_1","volume-title":"Proceedings of the 44th International Conference on Software Engineering","author":"Liu Yi","year":"2022","unstructured":"Yi Liu, Yuekang Li, Gelei Deng, Yang Liu, Ruiyuan Wan, Runchao Wu, Dandan Ji, Shiheng Xu, and Minli Bao. 2022. Morest: model-based RESTful API testing with execution feedback. In Proceedings of the 44th International Conference on Software Engineering (Pittsburgh, Pennsylvania) (ICSE '22). Association for Computing Machinery, New York, NY, USA, 1406\u20131417. 10.1145\/3510003.3510133"},{"key":"e_1_3_2_1_35_1","volume-title":"Cutting down on prompts and parameters: Simple few-shot learning with language models. arXiv preprint arXiv:2106.13353","author":"Robert L","year":"2021","unstructured":"Robert L Logan IV, Ivana Bala\u017eevi\u0107, Eric Wallace, Fabio Petroni, Sameer Singh, and Sebastian Riedel. 2021. Cutting down on prompts and parameters: Simple few-shot learning with language models. arXiv preprint arXiv:2106.13353 (2021)."},{"key":"e_1_3_2_1_36_1","volume-title":"Algorithms and Architectures for Parallel Processing: 19th International Conference, ICA3PP 2019, Melbourne, VIC, Australia, December 9\u201311, 2019, Proceedings, Part I 19","author":"Luo Gang","year":"2020","unstructured":"Gang Luo, Xi Zheng, Huai Liu, Rongbin Xu, Dinesh Nagumothu, Ranjith Janapareddi, Er Zhuang, and Xiao Liu. 2020. Verification of microservices using metamorphic testing. In Algorithms and Architectures for Parallel Processing: 19th International Conference, ICA3PP 2019, Melbourne, VIC, Australia, December 9\u201311, 2019, Proceedings, Part I 19. Springer, 138\u2013152."},{"key":"e_1_3_2_1_37_1","volume-title":"MINER: A Hybrid Data-Driven Approach for REST API Fuzzing. In 32nd USENIX Security Symposium (USENIX Security 23)","author":"Lyu Chenyang","year":"2023","unstructured":"Chenyang Lyu, Jiacheng Xu, Shouling Ji, Xuhong Zhang, Qinying Wang, Binbin Zhao, Gaoning Pan, Wei Cao, Peng Chen, and Raheem Beyah. 2023. MINER: A Hybrid Data-Driven Approach for REST API Fuzzing. In 32nd USENIX Security Symposium (USENIX Security 23). USENIX Association, Anaheim, CA, 4517\u20134534. https:\/\/www.usenix.org\/conference\/usenixsecurity23\/presentation\/lyu"},{"key":"e_1_3_2_1_38_1","volume-title":"Service-Oriented Computing: 18th International Conference, ICSOC 2020, Dubai, United Arab Emirates, December 14\u201317, 2020, Proceedings 18","author":"Martin-Lopez Alberto","year":"2020","unstructured":"Alberto Martin-Lopez, Sergio Segura, and Antonio Ruiz-Cort\u00e9s. 2020. RESTest: Black-box constraint-based testing of RESTful web APIs. In Service-Oriented Computing: 18th International Conference, ICSOC 2020, Dubai, United Arab Emirates, December 14\u201317, 2020, Proceedings 18. Springer, 459\u2013475."},{"key":"e_1_3_2_1_39_1","volume-title":"APITestGenie: Automated API Test Generation through Generative AI. arXiv preprint arXiv:2409.03838","author":"Pereira Andr\u00e9","year":"2024","unstructured":"Andr\u00e9 Pereira, Bruno Lima, and Jo\u00e3o Pascoal Faria. 2024. APITestGenie: Automated API Test Generation through Generative AI. arXiv preprint arXiv:2409.03838 (2024)."},{"key":"e_1_3_2_1_40_1","volume-title":"Proceedings of the 25th international conference on World Wide Web. 263\u2013273","author":"Pezoa Felipe","year":"2016","unstructured":"Felipe Pezoa, Juan L Reutter, Fernando Suarez, Mart\u00edn Ugarte, and Domagoj Vrgo\u010d. 2016. Foundations of JSON schema. In Proceedings of the 25th international conference on World Wide Web. 263\u2013273."},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.nima.2004.06.160"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"crossref","first-page":"305","DOI":"10.1145\/2490301.2451150","article-title":"Stochastic superoptimization","volume":"41","author":"Schkufza Eric","year":"2013","unstructured":"Eric Schkufza, Rahul Sharma, and Alex Aiken. 2013. Stochastic superoptimization. ACM SIGARCH Computer Architecture News 41, 1 (2013), 305\u2013316.","journal-title":"ACM SIGARCH Computer Architecture News"},{"key":"e_1_3_2_1_43_1","volume-title":"Proceedings of the 2017 11th joint meeting on foundations of software engineering. 245\u2013256","author":"Su Ting","year":"2017","unstructured":"Ting Su, Guozhu Meng, Yuting Chen, Ke Wu, Weiming Yang, Yao Yao, Geguang Pu, Yang Liu, and Zhendong Su. 2017. Guided, stochastic model-based GUI testing of Android apps. In Proceedings of the 2017 11th joint meeting on foundations of software engineering. 245\u2013256."},{"key":"e_1_3_2_1_44_1","volume-title":"RESTTEST-GEN: Automated Black-Box Testing of RESTful APIs. In 2020 IEEE 13th International Conference on Software Testing, Validation and Verification (ICST). 142\u2013152","author":"Viglianisi Emanuele","year":"2020","unstructured":"Emanuele Viglianisi, Michael Dallago, and Mariano Ceccato. 2020. RESTTEST-GEN: Automated Black-Box Testing of RESTful APIs. In 2020 IEEE 13th International Conference on Software Testing, Validation and Verification (ICST). 142\u2013152. 10.1109\/ICST46399.2020.00024"},{"key":"e_1_3_2_1_45_1","volume-title":"Proceedings of the 44th International Conference on Software Engineering","author":"Wu Huayao","year":"2022","unstructured":"Huayao Wu, Lixin Xu, Xintao Niu, and Changhai Nie. 2022. Combinatorial testing of RESTful APIs. In Proceedings of the 44th International Conference on Software Engineering (Pittsburgh, Pennsylvania) (ICSE '22). Association for Computing Machinery, New York, NY, USA, 426\u2013437. 10.1145\/3510003.3510151"},{"key":"e_1_3_2_1_46_1","volume-title":"Proceedings of the 15th International Conference on Mining Software Repositories","author":"Yang Jinqiu","year":"2018","unstructured":"Jinqiu Yang, Erik Wittern, Annie T. T. Ying, Julian Dolby, and Lin Tan. 2018. Towards extracting web API specifications from documentation. In Proceedings of the 15th International Conference on Mining Software Repositories (Gothenburg, Sweden) (MSR '18). Association for Computing Machinery, New York, NY, USA, 454\u2013464. 10.1145\/3196398.3196411"},{"key":"e_1_3_2_1_47_1","volume-title":"International Symposium on Search Based Software Engineering. Springer, 103\u2013117","author":"Zhang Man","year":"2021","unstructured":"Man Zhang and Andrea Arcuri. 2021. Enhancing resource-based test case generation for RESTful APIs with SQL handling. In International Symposium on Search Based Software Engineering. Springer, 103\u2013117."},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/3597205"},{"key":"e_1_3_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.1145\/3597205"},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1145\/3585009"},{"key":"e_1_3_2_1_51_1","volume-title":"Fuzzing microservices in industry: Experience of applying evomaster at meituan. arXiv preprint arXiv:2208.03988","author":"Zhang Man","year":"2022","unstructured":"Man Zhang, Andrea Arcuri, Yonggang Li, Kaiming Xue, Zhao Wang, Jian Huo, and Weiwei Huang. 2022. Fuzzing microservices in industry: Experience of applying evomaster at meituan. arXiv preprint arXiv:2208.03988 (2022)."},{"key":"e_1_3_2_1_52_1","volume-title":"Proceedings of the 39th IEEE\/ACM International Conference on Automated Software Engineering","author":"Zhang Man","year":"2024","unstructured":"Man Zhang, Andrea Arcuri, Piyun Teng, Kaiming Xue, and Wenhao Wang. 2024. Seeding and Mocking in White-Box Fuzzing Enterprise RPC APIs: An Industrial Case Study. In Proceedings of the 39th IEEE\/ACM International Conference on Automated Software Engineering (Sacramento, CA, USA) (ASE '24). Association for Computing Machinery, New York, NY, USA, 2024\u20132034. 10.1145\/3691620.3695265"},{"key":"e_1_3_2_1_53_1","unstructured":"Wayne Xin Zhao Kun Zhou Junyi Li Tianyi Tang Xiaolei Wang Yupeng Hou Yingqian Min Beichen Zhang Junjie Zhang Zican Dong et al. 2023. A survey of large language models. arXiv preprint arXiv:2303.18223 (2023)."}],"event":{"name":"FSE Companion '25: 33rd ACM International Conference on the Foundations of Software Engineering","location":"Clarion Hotel Trondheim Trondheim Norway","acronym":"FSE Companion '25","sponsor":["SIGSOFT ACM Special Interest Group on Software Engineering"]},"container-title":["Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3696630.3728545","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,28]],"date-time":"2025-07-28T19:15:02Z","timestamp":1753730102000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3696630.3728545"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,23]]},"references-count":53,"alternative-id":["10.1145\/3696630.3728545","10.1145\/3696630"],"URL":"https:\/\/doi.org\/10.1145\/3696630.3728545","relation":{},"subject":[],"published":{"date-parts":[[2025,6,23]]},"assertion":[{"value":"2025-07-28","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}