Automated Software Engineering

Papers
(The H4-Index of Automated Software Engineering is 18. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-01-01 to 2026-01-01.)
ArticleCitations
$$AI^{2}$$: the next leap toward native language-based and explainable machine learning framework81
Enhancing mutation testing for deep neural networks: a novel approach to generating high-quality mutants62
Large language models for qualitative research in software engineering: exploring opportunities and challenges59
Parallelization of genetic algorithms for software architecture recovery54
Augmenting software quality assurance with AI and automation using PyTest-BDD47
Optimized design refactoring (ODR): a generic framework for automated search-based refactoring to optimize object-oriented software architectures47
DL4SC: a novel deep learning-based vulnerability detection framework for smart contracts46
A study on prompt design, advantages and limitations of ChatGPT for deep learning program repair35
Synthetic versus real: an analysis of critical scenarios for autonomous vehicle testing33
On-the-fly unfolding with optimal exploration for linear temporal logic model checking of concurrent software and systems29
Graph based transfer learning with orthogonal tunning for functionality size insights29
Multi-view adaptive contrastive learning for information retrieval based fault localization26
Enhancing embedded systems development with TS$$^-$$24
Enhancing the ability of LLMs for spaceborne equipment code generation via retrieval-augmented generation and contrastive learning23
Convolutional neural network for stock trading using technical indicators22
Machine learning approach for software defect prediction using multi-core parallel computing22
Navigating bug cold start with contextual multi-armed bandits: an enhanced approach to developer assignment in software bug repositories18
Structural contrastive learning based automatic bug triaging18
EmoReflex: an AI-powered emotion-centric developer insights platform18
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