Area of research
Software · Information Systems
Research interest
Research interests include Software Testing and Debugging Techniques, Software Engineering Research, Software Reliability and Analysis Research, and Software Engineering Techniques and Practices.
Generative AI for Testing of Autonomous Driving Systems: A Survey
A Comprehensive Study on Large Language Models for Mutation Testing
AIware in the Foundation Model Era
Benchmarking LLMs for Unit Test Generation from Real-World Functions
An Empirical Study of the Non-Determinism of ChatGPT in Code Generation
Mutation-Guided LLM-based Test Generation at Meta
AIware in the Foundation Model Era
Harden and Catch for Just-in-Time Assured LLM-Based Software Testing: Open Research Challenges
Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey
An Empirical Study of the Non-Determinism of ChatGPT in Code Generation
Automated Unit Test Improvement using Large Language Models at Meta
Fairness Testing: A Comprehensive Survey and Analysis of Trends
Fairness Improvement with Multiple Protected Attributes: How Far Are We?
Assured Offline LLM-Based Software Engineering
Observation-Based Unit Test Generation at Meta
The Importance of Accounting for Execution Failures when Predicting Test Flakiness
Enhancing Testing at Meta with Rich-State Simulated Populations
The Role of Software Measurement in Assured LLM-Based Software Engineering
Speeding Up Genetic Improvement via Regression Test Selection
Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey
A Comprehensive Empirical Study of Bias Mitigation Methods for Machine Learning Classifiers
A Comprehensive Empirical Study of Bias Mitigation Methods for Machine Learning Classifiers
Keeping Mutation Test Suites Consistent and Relevant with Long-Standing Mutants
MAAT: a novel ensemble approach to addressing fairness and performance bugs for machine learning software
Fairea: a model behaviour mutation approach to benchmarking bias mitigation methods
An Empirical Study of Meta- and Hyper-Heuristic Search for Multi-Objective Release Planning
State-based model slicing
Regression testing minimization, selection and prioritization: a survey
Experimental assessment of software metrics using automated refactoring