Publications

A semi-up-to-date list of my publications, newest first. For updated info, check out my Google Scholar!

2026

Sakura: An Approach for Generating Complex Tests from Natural Language Test Descriptions

Tyler Stennett, Rangeet Pan, Bridget McGinn, Alessandro Orso, Saurabh Sinha

Proceedings of the 35th ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA '26), 2026 · To appear

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SAINT: Service-level Integration Test Generation with Program Analysis and LLM-based Agents

Rangeet Pan, Raju Pavuluri, Ruikai Huang, Rahul Krishna, Tyler Stennett, Alessandro Orso, Saurabh Sinha

Proceedings of the IEEE/ACM 48th International Conference on Software Engineering (ICSE '26), 2026

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Hamster: A Large-Scale Study and Characterization of Developer-Written Tests

Rangeet Pan*, Tyler Stennett*, Raju Pavuluri, Nate Levin, Alessandro Orso, Saurabh Sinha

Proceedings of the IEEE/ACM 48th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP '26), 2026 · *Equal contribution

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AutoRestTest at the SBFT 2026 Tool Competition

Tyler Stennett, Myeongsoo Kim, Saurabh Sinha, Alessandro Orso

Proceedings of the 19th ACM/IEEE International Workshop on Search-Based and Fuzz Testing (SBFT '26), 2026

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2025

A Multi-Agent Approach for REST API Testing with Semantic Graphs and LLM-Driven Inputs

Myeongsoo Kim, Tyler Stennett, Saurabh Sinha, Alessandro Orso

Proceedings of the IEEE/ACM 47th International Conference on Software Engineering (ICSE '25), 2025

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AutoRestTest: A Tool for Automated REST API Testing Using LLMs and MARL

Tyler Stennett, Myeongsoo Kim, Saurabh Sinha, Alessandro Orso

Companion Proceedings of the IEEE/ACM 47th International Conference on Software Engineering (ICSE-Companion '25), 2025

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2024

Leveraging Large Language Models to Improve REST API Testing

Myeongsoo Kim, Tyler Stennett, Dhruv Shah, Saurabh Sinha, Alessandro Orso

Proceedings of the 46th International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER '24), 2024

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