
About
Dr. Neelofar Neelofar is a Lecturer at RMIT University's School of Computing Technologies, specializing in Automated Software Engineering and AI systems testing. She holds a PhD from the University of Melbourne and has held academic positions at Monash University since 2021.
- Current Role: Lecturer, RMIT University (City Campus, Australia)
- Research Focus: Automated Software Engineering, Autonomous Vehicle Testing, and Responsible AI
Her research addresses critical challenges in:
- Safety validation of AI-based systems
- Search-based testing methodologies
- Quality assessment of Large Language Models
- Algorithmic fairness and benchmarking
Notable contributions include developing:
- Instance Space Analysis for test scenario evaluation
- Position-based adversarial testing frameworks for autonomous vehicles
- Hybrid fault localization techniques combining static and dynamic analysis
Research fields
Automated Software EngineeringSoftware Engineering for Artificial IntelligenceArtificial Intelligence for Software EngineeringExplainable AI for Software EngineeringSearch-Based Software TestingTesting Autonomous VehiclesQuality Assessment of AI-Based SystemsAlgorithmic and Benchmark Fairness in AI-Based SystemsOracle Problem for Software TestingResponsible AI for Social Good
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