Hello! I’m Myeongsoo Kim, a 4th year PhD student in Computer Science at Georgia Tech, advised by Professor Alessandro Orso. My research primarily focuses on AI-driven REST API testing and source code debloating. I am particularly passionate about using AI to improve software reliability and security.

News & Updates

• August 2023 - Our paper, “Adaptive REST API Testing with Reinforcement Learning,” has been accepted at the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE)
• May 2023 - Our paper, “Enhancing REST API Testing with NLP Techniques,” has been accepted at the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA).

Selected Publications

• Myeongsoo Kim, Saurabh Sinha, Alessandro Orso. Adaptive REST API Testing with Reinforcement Learning. In Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE), 2023.
• Myeongsoo Kim, Davide Corradini, Michele Pasqua, Mariano Ceccato, Alessandro Orso, Saurabh Sinha, Rachel Tzoref-Brill. Enhancing REST API Testing with NLP Techniques. In Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2023.
• Myeongsoo Kim, Qi Xin, Saurabh Sinha, Alessandro Orso. 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.

See more in Publications.

Contact

Feel free to get in touch via email at mkim754@gatech.edu. You can also find me on LinkedIn and GitHub.

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