Publications

Conference Papers (Peer-reviewed)

• Measuring and Mitigating Gaps in Structural Testing
  Soneya Binta Hossain, Matthew Dwyer, Sebastian Elbaum, Anh Nguyen-Tuong
  Proceedings of the 45th International Conference on Software Engineering (ICSE ‘23)
  [26% acceptance rate]
  [paper] [artifact] [talk] [poster]

• Neural-Based Test Oracle Generation: A Large-scale Evaluation and Lessons Learned
  Soneya Binta Hossain, Antonio Filieri, Matthew Dwyer, Sebastian Elbaum, Willem Visser
  Proceedings of the 31th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2023)
  [21% acceptance rate]
  [paper] [talk] [artifact]

• Ensuring Critical Properties of Test Oracles for Effective Bug Detection
  Soneya Binta Hossain
  Proceedings of the 46th International Conference on Software Engineering (ICSE, Doctoral Symposium 2024)
  

• 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
  FSE 2024 - Research Paper

Conference Papers (In preparation)

• Predictive Mutation Testing via Graph Neural Networks
  Will Leeson, Soneya Binta Hossain, Matthew Dwyer [submitted]
  

Preprint

• Oracle-based Test Adequacy Metrics: A Survey
  Soneya Binta Hossain, Matthew Dwyer
  [paper]