Publications
📚 A full list of publications is available on
Google Scholar.
Publications (Peer-reviewed)
TOGBench: A Developer-Written Multi-Variant Dataset and Benchmark Suite for Test Oracle Generation
Tasfia Tasnim, Matthew Dwyer, Soneya Binta Hossain
3rd ACM International Conference on AI-Powered Software (AIware 2026)
3rd ACM International Conference on AI-Powered Software (AIware 2026)
Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation
Soneya Binta Hossain, Raygan Taylor, Matthew Dwyer
The ACM International Conference on the Foundations of Software Engineering (FSE 2025)
The ACM International Conference on the Foundations of Software Engineering (FSE 2025)
TOGLL: Correct and Strong Test Oracle Generation with LLMs
Soneya Binta Hossain, Matthew Dwyer
The 47th International Conference on Software Engineering (ICSE 2025)
The 47th International Conference on Software Engineering (ICSE 2025)
A Deep Dive into Large Language Models for Automated Bug Localization and Repair
Soneya Binta Hossain, Nan Jiang, Qiang Zhou, Xiaopeng Li, Wen-Hao Chiang, Yingjun Lyu, Hoan Nguyen, Omer Tripp
ACM International Conference on the Foundations of Software Engineering (FSE 2024)
ACM International Conference on the Foundations of Software Engineering (FSE 2024)
LEDEX: Training LLMs to Better Self-Debug and Explain Code
Nan Jiang, Xiaopeng Li, Shiqi Wang, Qiang Zhou, Soneya Binta Hossain, Baishakhi Ray, Varun Kumar, Xiaofei Ma
The 38th Conference on Neural Information Processing Systems (NeurIPS 2024) [Acceptance Rate: 25%]
The 38th Conference on Neural Information Processing Systems (NeurIPS 2024) [Acceptance Rate: 25%]
Measuring and Mitigating Gaps in Structural Testing
Soneya Binta Hossain, Matthew Dwyer, Sebastian Elbaum, Anh Nguyen-Tuong
The 45th International Conference on Software Engineering (ICSE 2023) [Acceptance Rate: 26%]
The 45th International Conference on Software Engineering (ICSE 2023) [Acceptance Rate: 26%]
Neural-Based Test Oracle Generation: A Large-Scale Evaluation and Lessons Learned
Soneya Binta Hossain, Antonio Filieri, Matthew Dwyer, Sebastian Elbaum, Willem Visser
The 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2023) [Acceptance Rate: 21%]
The 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2023) [Acceptance Rate: 21%]