Publications

My Google Scholar

Conference Papers (Peer-reviewed)

1. 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)
   • [Paper]
2. TOGLL: Correct and Strong Test Oracle Generation with LLMs
   Soneya Binta Hossain, Matthew Dwyer
   The 47th International Conference on Software Engineering (ICSE 2025)
   • [Paper]
3. 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)
   • [Paper]
4. Ensuring Critical Properties of Test Oracles for Effective Bug Detection
   Soneya Binta Hossain
   The 46th International Conference on Software Engineering (ICSE, Doctoral Symposium 2024)
   • [Paper] [Poster]
5. 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%]
   • [Paper]
6. 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%]
   • [Paper] [Artifact] [Talk] [Poster]
7. 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%]
   • [Paper] [Talk] [Artifact]