Myeongsoo Kim, Tyler Stennett, Saurabh Sinha, and Alessandro Orso. 2025. A Multi-Agent Approach for REST API Testing with Semantic Graphs and LLM-Driven Inputs. In Proceedings of the IEEE/ACM 47th International Conference on Software Engineering (ICSE 2025). IEEE Press, 1409–1421.
Myeongsoo Kim, Saurabh Sinha, and Alessandro Orso. 2025. LlamaRestTest: Effective REST API Testing with Small Language Models. Proc. ACM Softw. Eng. 2, FSE, Article FSE022 (July 2025), 24 pages. https://doi.org/10.1145/3715737
R. Pan, M. Kim, R. Krishna, R. Pavuluri and S. Sinha, "ASTER: Natural and Multi-Language Unit Test Generation with LLMs," in 2025 IEEE/ACM 47th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP), Ottawa, ON, Canada, 2025, pp. 413-424, doi: 10.1109/ICSE-SEIP66354.2025.00042.
T. Stennett, M. Kim, S. Sinha and A. Orso, "AutoRestTest: A Tool for Automated REST API Testing Using LLMs and MARL," in 2025 IEEE/ACM 47th International Conference on Software Engineering: Companion Proceedings (ICSE-Companion), Ottawa, ON, Canada, 2025, pp. 21-24, doi: 10.1109/ICSE-Companion66252.2025.00015.
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 (ICSE-NIER 2024). Association for Computing Machinery, New York, NY, USA, 37–41.
Myeongsoo Kim, Santosh Pande, and Alessandro Orso. 2024. Improving Program Debloating with 1-DU Chain Minimality. In Proceedings of the 2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings (ICSE-Companion 24). Association for Computing Machinery, New York, NY, USA, 384–385. https://doi.org/10.1145/3639478.3643518
Myeongsoo Kim, Saurabh Sinha, and Alessandro Orso. 2024. Adaptive REST API Testing with Reinforcement Learning. In Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE 2023). IEEE Press, 446–458.
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 (ISSTA 2023). Association for Computing Machinery, New York, NY, USA, 1232–1243.
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 (ISSTA 2022). Association for Computing Machinery, New York, NY, USA, 289–301.
Qi Xin, Myeongsoo Kim, Qirun Zhang, and Alessandro Orso. 2020. Subdomain-Based Generality-Aware Debloating. In 35th IEEE/ACM International Conference on Automated Software Engineering (ASE 20), September 21–25, 2020, Virtual Event, Australia. ACM, New York, NY, USA, 13 pages.
Qi Xin, Myeongsoo Kim, Qirun Zhang, and Alessandro Orso. 2020. Program debloating via stochastic optimization. In Proceedings of the ACM/IEEE 42nd International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER 20). Association for Computing Machinery, New York, NY, USA, 65–68.
M. Kim et al., "Scam Detection Assistant: Automated Protection from Scammers," 2019 First International Conference on Societal Automation (SA), Krakow, Poland, 2019, doi: 10.1109/SA47457.2019.8938036.
E. Paikari et al., "A Chatbot for Conflict Detection and Resolution," 2019 IEEE/ACM 1st International Workshop on Bots in Software Engineering (BotSE), Montreal, QC, Canada, 2019, pp. 29-33, doi: 10.1109/BotSE.2019.00016.
Myeongsoo Kim, Changheon Song, Hyeji Kim, Deahyun Park, Yeeji Kwon, Eun Namkung, Ian G Harris, Marcel Carlsson. (2018). "Catch me, Yes we can! - Pwning Social Engineers using Natural Language Processing Techniques in Real-Time." Black Hat USA 2018 White Paper.
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA, USA
Talk at London School of Testing, London, UK
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley, CA, USA
Talk at UC San Francisco, Department of Testing, San Francisco, CA, USA