A. Aleti

Most-cited papers

A3Test: Assertion-Augmented Automated Test Case Generation
Saranya Alagarsamy, C. Tantithamthavorn, A. Aleti
2023Information and Software Technology129 citations Open access
Semantic Scholar
CommentFinder: a simpler, faster, more accurate code review comments recommendation
Hong Yang, C. Tantithamthavorn, Patanamon Thongtanunam, A. Aleti
2022ESEC/SIGSOFT FSE84 citations
Semantic Scholar
Optimizing the sum of maximum earliness and tardiness of the job shop scheduling problem
M. Yazdani, A. Aleti, Seyed Mohammad Khalili, F. Jolai
2017Computers & industrial engineering69 citations
Semantic Scholar
Analysing the fitness landscape of search-based software testing problems
A. Aleti, I. Moser, Lars Grunske
2017International Conference on Automated Software Engineering52 citations
Semantic Scholar
Enhancing Large Language Models for Text-to-Testcase Generation
Saranya Alagarsamy, C. Tantithamthavorn, Wannita Takerngsaksiri, Chetan Arora +1 more
2024Journal of Systems and Software51 citations
Semantic Scholar
Feature-Based Software Design Pattern Detection
N. Nazar, A. Aleti, Yao-Kun Zheng
2020Journal of Systems and Software45 citations Open access
Semantic Scholar
Software Testing of Generative AI Systems: Challenges and Opportunities
A. Aleti
20232023 IEEE/ACM International Conference on Software Engineering: Future of Software Engineering (ICSE-FoSE)37 citations Open access
Semantic Scholar
Artificial Intelligence for Software Engineering: The Journey So Far and the Road Ahead
Iftekhar Ahmed, A. Aleti, Hai-Peng Cai, A. Chatzigeorgiou +5 more
2025ACM Transactions on Software Engineering and Methodology34 citations Open access
Semantic Scholar
Search-based fairness testing for regression-based machine learning systems
A. Perera, A. Aleti, C. Tantithamthavorn, Jirayus Jiarpakdee +3 more
2022Empirical Software Engineering34 citations Open access
Semantic Scholar
Identifying and Explaining Safety-critical Scenarios for Autonomous Vehicles via Key Features
N. Neelofar, A. Aleti
2022ACM Transactions on Software Engineering and Methodology30 citations Open access
Semantic Scholar
Mapping the Effectiveness of Automated Test Suite Generation Techniques
Carlos Oliveira, A. Aleti, Lars Grunske, Kate Smith-Miles
2018IEEE Transactions on Reliability27 citations Open access
Semantic Scholar
Experimental evaluation of architectural software performance design patterns in microservices
Willem Meijer, Catia Trubiani, A. Aleti
2024Journal of Systems and Software26 citations Open access
Semantic Scholar
E-APR: Mapping the effectiveness of automated program repair techniques
A. Aleti, Matias Martinez
2020Empirical Software Engineering26 citations
Semantic Scholar
Defect Prediction Guided Search-Based Software Testing
A. Perera, A. Aleti, Marcel Böhme, Burak Turhan
2020International Conference on Automated Software Engineering26 citations Open access
Semantic Scholar
Towards Reliable AI: Adequacy Metrics for Ensuring the Quality of System-Level Testing of Autonomous Vehicles
N. Neelofar, A. Aleti
2023International Conference on Software Engineering22 citations Open access
Semantic Scholar
An efficient method for uncertainty propagation in robust software performance estimation
A. Aleti, Catia Trubiani, André van Hoorn, Pooyan Jamshidi
2018Journal of Systems and Software21 citations Open access
Semantic Scholar
ORCAS: Efficient Resilience Benchmarking of Microservice Architectures
A. van Hoorn, A. Aleti, Thomas F. Düllmann, Teerat Pitakrat
20182018 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW)20 citations
Semantic Scholar
Enabling Cost-Effective UI Automation Testing with Retrieval-Based LLMs: A Case Study in WeChat
Si-Dong Feng, Hao-Chuan Lu, Jian-Qing Jiang, Ting Xiong +5 more
2024International Conference on Automated Software Engineering19 citations Open access
Semantic Scholar
Instance Space Analysis of Search-Based Software Testing
Neelofar Neelofar, Kate Smith-Miles, Mario Andrés Muñoz, A. Aleti
2023IEEE Transactions on Software Engineering18 citations Open access
Semantic Scholar
E-SC4R: Explaining Software Clustering for Remodularisation
Alvin Jian Jia Tan, C. Chong, A. Aleti
2021Journal of Systems and Software17 citations Open access
Semantic Scholar
Performance Modeling and Analysis of Design Patterns for Microservice Systems
Riccardo Pinciroli, A. Aleti, Catia Trubiani
2023International Conference on Software Architecture16 citations
Semantic Scholar
The Patch Overfitting Problem in Automated Program Repair: Practical Magnitude and a Baseline for Realistic Benchmarking
Justyna Petke, Matias Martinez, M. Kechagia, A. Aleti +1 more
2024SIGSOFT FSE Companion13 citations Open access
Semantic Scholar
Human-in-the-loop oracle learning for semantic bugs in string processing programs
Charaka Geethal Kapugama, Van-Thuan Pham, A. Aleti, Marcel Böhme
2022International Symposium on Software Testing and Analysis13 citations Open access
Semantic Scholar
A First Look at Accessibility Issues in Popular GitHub Projects
Ting-Ting Bi, Xin Xia, D. Lo, A. Aleti
2021IEEE International Conference on Software Maintenance and Evolution13 citations Open access
Semantic Scholar
Mining and relating design contexts and design patterns from Stack Overflow
Laksri Wijerathna, A. Aleti, Ting-Ting Bi, A. Tang
2021Empirical Software Engineering13 citations
Semantic Scholar
A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models
Jian Gu, A. Aleti, Chun-Yang Chen, Hong-Yu Zhang
2024Annual Meeting of the Association for Computational Linguistics12 citations Open access
Semantic Scholar
MORTAR: Multi-Turn Metamorphic Testing for LLM-Based Dialogue Systems
Guoxiang Guo, A. Aleti, N. Neelofar, C. Tantithamthavorn +2 more
2024IEEE Transactions on Software Engineering11 citations Open access
Semantic Scholar
Vocabulary-Defined Semantics: Latent Space Clustering for Improving In-Context Learning
Jian Gu, A. Aleti, Chun-Yang Chen, Hong-Yu Zhang
202411 citations
Semantic Scholar
An Experimental Assessment of Using Theoretical Defect Predictors to Guide Search-Based Software Testing
A. Perera, A. Aleti, Burak Turhan, Marcel Böhme
2023IEEE Transactions on Software Engineering11 citations Open access
Semantic Scholar
Data Transfer via UAV Swarm Behaviours Rule Generation, Evolution and Learning
Phillip Smith, Robert Hunjet, A. Aleti, Jan Carlo +1 more
201811 citations
Semantic Scholar
Requirements-Driven Automated Software Testing: A Systematic Review
Fan-Yu Wang, Chetan Arora, C. Tantithamthavorn, Kai-Cheng Huang +1 more
2025ACM Transactions on Software Engineering and Methodology10 citations
Semantic Scholar
PAFOT: A Position-Based Approach for Finding Optimal Tests of Autonomous Vehicles
Victor Crespo-Rodriguez, Neelofar, A. Aleti
2024International Conference/Workshop on Automation of Software Test10 citations Open access
Semantic Scholar
Neuron Patching: Semantic-based Neuron-level Language Model Repair for Code Generation
Jian Gu, A. Aleti, Chun-Yang Chen, Hong-Yu Zhang
2023ACM Transactions on Software Engineering and Methodology10 citations Open access
Semantic Scholar
Adaptive data transfer methods via policy evolution for UAV swarms
Phillip Smith, Robert Hunjed, A. Aleti, Jan Carlo Barca
2017International Telecommunication Networks and Applications Conference10 citations Open access
Semantic Scholar
Design and evaluation of adaptive system for big data cyber security analytics
Faheem Ullah, M. Babar, A. Aleti
2022Expert systems with applications9 citations
Semantic Scholar
A Data-driven Model of Nucleosynthesis with Chemical Tagging in a Lower-dimensional Latent Space
A. Casey, J. Lattanzio, A. Aleti, D. Dowe +8 more
2019Astrophysical Journal9 citations Open access
Semantic Scholar
Automated Trustworthiness Oracle Generation for Machine Learning Text Classifiers
Lam Nguyen Tung, Steven Cho, Xiao-Ning Du, N. Neelofar +3 more
2024Proc. ACM Softw. Eng.8 citations Open access
Semantic Scholar
Test-based patch clustering for automatically-generated patches assessment
Matias Martinez, M. Kechagia, A. Perera, J. Petke +2 more
2022Empirical Software Engineering8 citations Open access
Semantic Scholar
Hyper-heuristic Online Learning for Self-assembling Swarm Robots
Shuang Yu, A. Aleti, Jan Carlo Barca, A. Song
2018International Conference on Conceptual Structures8 citations Open access
Semantic Scholar
Multi-Modal Requirements Data-based Acceptance Criteria Generation using LLMs
Fan-Yu Wang, Chetan Arora, Yong-Hui Liu, Kai-Cheng Huang +4 more
2025International Conference on Automated Software Engineering7 citations Open access
Semantic Scholar
Empirical and Sustainability Aspects of Software Engineering Research in the Era of Large Language Models: A Reflection
David Williams, M. Kechagia, Max Hort, A. Aleti +2 more
2025NIER@ICSE7 citations Open access
Semantic Scholar
On the Impact of Lower Recall and Precision in Defect Prediction for Guiding Search-based Software Testing
A. Perera, Burak Turhan, A. Aleti, Marcel Böhme
2024ACM Transactions on Software Engineering and Methodology7 citations Open access
Semantic Scholar
From Domain Documents to Requirements: Retrieval-Augmented Generation in the Space Industry
Chetan Arora, Fan-Yu Wang, C. Tantithamthavorn, A. Aleti +1 more
2025IEEE International Requirements Engineering Conference6 citations Open access
Semantic Scholar
A Semantic-based Optimization Approach for Repairing LLMs: Case Study on Code Generation
Jian Gu, A. Aleti, Chun-Yang Chen, Hong-Yu Zhang
2025Proceedings of the 2026 IEEE/ACM 48th International Conference on Software Engineering6 citations Open access
Semantic Scholar
Instance Space Analysis of Testing of Autonomous Vehicles in Critical Scenarios
Victor Crespo-Rodriguez, Neelofar, A. Aleti, Burak Turhan
2024ACM Transactions on Software Engineering and Methodology6 citations Open access
Semantic Scholar
Footprints of fitness functions in search-based software testing
Carlos Oliveira, A. Aleti, Yuan-Fang Li, Mohamed Abdelrazek
2019Annual Conference on Genetic and Evolutionary Computation6 citations Open access
Semantic Scholar
Data Transfer via UAV Swarm Behaviours
Phillip Smith, R. Hunjet, A. Aleti, Jan Carlo Barca
2018Journal of Telecommunications and the Digital Economy6 citations Open access
Semantic Scholar
SeMe: Training-Free Language Model Merging via Semantic Alignment
Jian Gu, A. Aleti, Chun-Yang Chen, Hong-Yu Zhang
2025arXiv.org5 citations
Semantic Scholar
An Iterated Local Search with Guided Perturbation for the Heterogeneous Fleet Vehicle Routing Problem with Time Windows and Three-Dimensional Loading Constraints
A. Turky, I. Moser, A. Aleti
2017Australasian Conference on Artificial Life and Computational Intelligence5 citations
Semantic Scholar
A Semantic-based Layer Freezing Approach to Efficient Fine-Tuning of Language Models
Jian Gu, A. Aleti, Chun-Yang Chen, Hong-Yu Zhang
2024arXiv.org4 citations
Semantic Scholar