24 citations · 109 across the 40 of their papers we have counts for
6 papers · 1 filter
Instance Space Analysis of Search-Based Software Testing
Neelofar Neelofar, Kate Smith-Miles, Mario Andres Munoz +1
Search-based software testing (SBST) is now a mature area, with numerous techniques developed to tackle the challenging task of software testing. SBST techniques have shown promisi…
Neuron Patching: Semantic-based Neuron-level Language Model Repair for Code Generation
Jian Gu, Aldeida Aleti, Chunyang Chen +1
Language Models (LMs) have become widely used in software engineering, especially for tasks such as code generation, where they are referred to as code LMs. These models have prove…
Towards Reliable AI: Adequacy Metrics for Ensuring the Quality of System-level Testing of Autonomous Vehicles
Neelofar Neelofar, Aldeida Aleti
AI-powered systems have gained widespread popularity in various domains, including Autonomous Vehicles (AVs). However, ensuring their reliability and safety is challenging due to t…
Software Testing of Generative AI Systems: Challenges and Opportunities
Aldeida Aleti
Software Testing is a well-established area in software engineering, encompassing various techniques and methodologies to ensure the quality and reliability of software systems. Ho…
Closing the Loop for Software Remodularisation -- REARRANGE: An Effort Estimation Approach for Software Clustering-based Remodularisation
Alvin Jian Jia Tan, Chun Yong Chong, Aldeida Aleti
Software remodularization through clustering is a common practice to improve internal software quality. However, the true benefit of software clustering is only realized if develop…
A3Test: Assertion-Augmented Automated Test Case Generation
Saranya Alagarsamy, Chakkrit Tantithamthavorn, Aldeida Aleti
Test case generation is an important activity, yet a time-consuming and laborious task. Recently, AthenaTest -- a deep learning approach for generating unit test cases -- is propos…