Publications
Conference Papers (Peer-reviewed)
- 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)
- TOGLL: Correct and Strong Test Oracle Generation with LLMs
Soneya Binta Hossain, Matthew Dwyer
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)
- Ensuring Critical Properties of Test Oracles for Effective Bug Detection
Soneya Binta Hossain
The 46th International Conference on Software Engineering (ICSE, Doctoral Symposium 2024)
- 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)
[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%]
- 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%]
Conference Papers (In Submission)
- Predictive Mutation Testing via Graph Neural Networks
Will Leeson, Soneya Binta Hossain, Matthew Dwyer
Preprint
- Oracle-based Test Adequacy Metrics: A Survey
Soneya Binta Hossain, Matthew Dwyer
