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2025

IEEE/ACM International Conference on Automation of Software Test, AST@ICSE 2025, Ottawa, ON, Canada, April 28-29, 2025IEEE, 2025. [doi]

Adaptive Probabilistic Operational Testing for Large Language Models EvaluationAli Asgari, Antonio Guerriero, Roberto Pietrantuono, Stefano Russo 0001. AST 2025: 103-113 [doi]

Bringing Light into the Darkness: Leveraging Hidden Markov Models for Blackbox FuzzingAnne Borcherding, Mark Giraud, Johannes Häring. AST 2025: 148-159 [doi]

Automated Test-Case Generation for REST APIs Using Model Inference Search HeuristicClinton Cao, Annibale Panichella, Sicco Verwer. AST 2025: 29-40 [doi]

Automated Test Generation from Program Documentation Encoded in Code CommentsGiovanni Denaro, Luca Gugliemo. AST 2025: 46-57 [doi]

Acceptance Test Generation with Large Language Models: An Industrial Case StudyMargarida Ferreira, Luís Viegas, João Pascoal Faria, Bruno Lima. AST 2025: 1-11 [doi]

Incorporating Domain Knowledge into GNNs for Advanced Vulnerability Detection in JavaRosmaël Zidane Lekeufack Foulefack, Alessandro Marchetto 0001. AST 2025: 160-169 [doi]

Exceptional Behaviors: How Frequently Are They Tested?Andre Hora, Gordon Fraser. AST 2025: 70-79 [doi]

What Types of Automated Tests do Developers Write?Marko Ivankovic, Luka Rimanic, Ivan Budiselic, Goran Petrovic, Gordon Fraser 0001, René Just. AST 2025: 80-90 [doi]

Improving Examples in Web API Specifications using Iterated-Calls In-Context LearningKush Jain, Kiran Kate, Jason Tsay, Claire Le Goues, Martin Hirzel. AST 2025: 91-102 [doi]

Automated Test Generation for Integration TestingElson Kurian, Giovanni Denaro, Pietro Braione, Luca Guglielmo. AST 2025: 41-45 [doi]

AsserT5: Test Assertion Generation Using a Fine-Tuned Code Language ModelSeverin Primbs, Benedikt Fein, Gordon Fraser 0001. AST 2025: 12-23 [doi]

An Adaptive Testing Approach Based on Field DataSamira Silva, Ricardo Caldas, Patrizio Pelliccione, Antonia Bertolino. AST 2025: 58-69 [doi]

A New Era in Software Security: Towards Self-Healing Software via Large Language Models and Formal VerificationNorbert Tihanyi, Yiannis Charalambous, Ridhi Jain, Mohamed Amine Ferrag, Lucas C. Cordeiro. AST 2025: 136-147 [doi]

ASTRAL: Automated Safety Testing of Large Language ModelsMiriam Ugarte, Pablo Valle, José Antonio Parejo, Sergio Segura, Aitor Arrieta. AST 2025: 114-124 [doi]

A Taxonomy of Failures in Tool-Augmented LLMsCailin Winston, René Just. AST 2025: 125-135 [doi]

Simulink Mutation Testing using CodeBERTJingfan Zhang, Delaram Ghobari, Mehrdad Sabetzadeh, Shiva Nejati 0001. AST 2025: 24-28 [doi]

2024

Can explainability and deep-learning be used for localizing vulnerabilities in source code?Alessandro Marchetto 0001. AST 2024: 110-119 [doi]

An Overview of Microservice-Based Systems Used for Evaluation in Testing and Monitoring: A Systematic Mapping StudyStefan Fischer 0006, Pirmin Urbanke, Rudolf Ramler, Monika Steidl, Michael Felderer. AST 2024: 182-192 [doi]

Identification of Java lock contention anti-patterns based on run-time performance dataAritra Ahmed, Ramiro Liscano, Akramul Azim, Yee-Kang Chang, Vijay Sundaresan. AST 2024: 209-213 [doi]

WallMauer: Robust Code Coverage Instrumentation for Android AppsMichael Auer, Iván Arcuschin Moreno, Gordon Fraser 0001. AST 2024: 34-44 [doi]

Mutation Coverage is not Strongly Correlated with Mutation CoverageSamia Al Blwi, Amani Ayad, Ali Mili 0001. AST 2024: 1-11 [doi]

Coverage-based Strategies for the Automated Synthesis of Test Scenarios for Conversational AgentsPablo C. Cañizares, Daniel Ávila, Sara Pérez-Soler, Esther Guerra, Juan de Lara. AST 2024: 23-33 [doi]

PAFOT: A Position-Based Approach for Finding Optimal Tests of Autonomous VehiclesVictor Crespo-Rodriguez, Neelofar, Aldeida Aleti. AST 2024: 159-170 [doi]

What Are Massive Open Online Courses (MOOCs) Teaching About Software Testing?Neda Dziugaite, Baris Ardiç, Andy Zaidman. AST 2024: 204-208 [doi]

Evaluating String Distance Metrics for Reducing Automatically Generated Test SuitesIslam T. Elgendy, Robert M. Hierons, Phil McMinn. AST 2024: 171-181 [doi]

Towards an Empirical Robustness Assessment Through Measuring Adversarial SubspacesViraj Rohit Gala, Martin A. Schneider, Marvin Vogt. AST 2024: 120-124 [doi]

Identifying Performance Issues in Microservice Architectures through Causal ReasoningLuca Giamattei, Antonio Guerriero, Ivano Malavolta, Cristian Mascia, Roberto Pietrantuono, Stefano Russo 0001. AST 2024: 149-153 [doi]

Sugar-coated poison defense on deepfake face-swapping attacksCheng-Yao Guo, Fang Yu 0001. AST 2024: 78-87 [doi]

Exploring the Role of Automation in Duplicate Bug Report Detection: An Industrial Case StudyMalte Götharsson, Karl Stahre, Gregory Gay 0002, Francisco Gomes de Oliveira Neto. AST 2024: 193-203 [doi]

Using GitHub Copilot for Test Generation in Python: An Empirical StudyKhalid El Haji, Carolin E. Brandt, Andy Zaidman. AST 2024: 45-55 [doi]

Generating Software Tests for Mobile Applications Using Fine-Tuned Large Language ModelsJacob Hoffmann, Demian Frister. AST 2024: 76-77 [doi]

Grammar-Based Action Selection Rules for Scriptless TestingLianne V. Hufkens, Fernando Pastor Ricós, Beatriz Marín, Tanja E. J. Vos. AST 2024: 56-65 [doi]

Machine Learning-based Test Case Prioritization using Hyperparameter OptimizationMd. Asif Khan, Akramul Azim, Ramiro Liscano, Kevin Smith, Yee-Kang Chang, Qasim Tauseef, Gkerta Seferi. AST 2024: 125-135 [doi]

Reducing Workload in Using AI-based API REST Test GenerationBenjamin Leu, Jonas Volken, Martin Kropp, Nejdet Dogru, Craig Anslow, Robert Biddle. AST 2024: 147-148 [doi]

Proceedings of the 5th ACM/IEEE International Conference on Automation of Software Test (AST 2024), Lisbon, Portugal, April 15-16, 2024Francesca Lonetti, Antonio Guerriero, Mehrdad Saadatmand, Christof J. Budnik, Jenny Li, editors, ACM, 2024. [doi]

Anonymizing Test Data in Android: Does It Hurt?Elena Masserini, Davide Ginelli, Daniela Micucci, Daniela Briola, Leonardo Mariani. AST 2024: 88-98 [doi]

Testing for Fault Diversity in Reinforcement LearningQuentin Mazouni, Helge Spieker, Arnaud Gotlieb, Mathieu Acher. AST 2024: 136-146 [doi]

FairPipes: Data Mutation Pipelines for Machine Learning FairnessCamille Molinier, Paul Temple, Gilles Perrouin. AST 2024: 224-234 [doi]

Fences: Systematic Sample Generation for JSON Schemas using Boolean Algebra and Flow GraphsBjörn Otto, Tobias Kleinert. AST 2024: 66-75 [doi]

9 in 10 cameras agree: Pedestrians in front possibly endangeredLiliana Marie Prikler, Franz Wotawa. AST 2024: 219-223 [doi]

Properties that allow or prohibit transferability of adversarial attacks among quantized networksAbhishek Shrestha, Jürgen Großmann. AST 2024: 99-109 [doi]

Running a Red Light: An Investigation into Why Software Engineers (Occasionally) Ignore Coverage ChecksAlexander Sterk, Mairieli Wessel, Eli Hooten, Andy Zaidman. AST 2024: 12-22 [doi]

Dynamic Test Case Prioritization in Industrial Test Result DatasetsAlina Torbunova, Per Erik Strandberg, Ivan Porres. AST 2024: 154-158 [doi]

An Inconvenient Truth in Software Engineering? The Environmental Impact of Testing Open Source Java ProjectsAndy Zaidman. AST 2024: 214-218 [doi]

2023

IEEE/ACM International Conference on Automation of Software Test, AST 2023, Melbourne, Australia, May 15-16, 2023IEEE, 2023. [doi]

FlakyCat: Predicting Flaky Tests Categories using Few-Shot LearningAmal Akli, Guillaume Haben, Sarra Habchi, Mike Papadakis, Yves Le Traon. AST 2023: 140-151 [doi]

Learning to Learn to Predict Performance Regressions in Production at MetaMoritz Beller, HongYu Li, Vivek Nair, Vijayaraghavan Murali, Imad Ahmad, Jürgen Cito, Drew Carlson, Gareth Ari Aye, Wes Dyer. AST 2023: 56-67 [doi]

Cross-coverage testing of functionally equivalent programsAntonia Bertolino, Guglielmo De Angelis, Felicita Di Giandomenico, Francesca Lonetti. AST 2023: 101-111 [doi]

A Reinforcement Learning Approach to Generating Test Cases for Web ApplicationsXiaoning Chang, Zheheng Liang, Yifei Zhang, Lei Cui, Zhenyue Long, Guoquan Wu, Yu Gao 0002, Wei Chen 0018, Jun Wei 0001, Tao Huang 0001. AST 2023: 13-23 [doi]

Orchestration Strategies for Regression Test SuitesRenan Greca, Breno Miranda, Antonia Bertolino. AST 2023: 163-167 [doi]

Debugging Flaky Tests using Spectrum-based Fault LocalizationMartin Gruber, Gordon Fraser 0001. AST 2023: 128-139 [doi]

Structural Test Input Generation for 3-Address Code Coverage Using Path-Merged Symbolic ExecutionSoha Hussein, Stephen McCamant, Elena Sherman, Vaibhav Sharma 0001, Mike Whalen. AST 2023: 79-89 [doi]

Evaluating the Trade-offs of Text-based Diversity in Test PrioritisationRanim Khojah, Chi-Hong Chao, Francisco Gomes de Oliveira Neto. AST 2023: 168-178 [doi]

Towards a Review on Simulated ADAS/AD TestingYavuz Köroglu, Franz Wotawa. AST 2023: 112-122 [doi]

AutoMetric: Towards Measuring Open-Source Software Quality Metrics AutomaticallyTaejun Lee, HeeWon Park, Heejo Lee. AST 2023: 47-55 [doi]

Test Case Prioritization using Transfer Learning in Continuous Integration EnvironmentsRezwana Mamata, Akramul Azim, Ramiro Liscano, Kevin Smith, Yee-Kang Chang, Gkerta Seferi, Qasim Tauseef. AST 2023: 191-200 [doi]

On Comparing Mutation Testing Tools through Learning-based Mutant SelectionMilos Ojdanic, Ahmed Khanfir, Aayush Garg, Renzo Degiovanni, Mike Papadakis, Yves Le Traon. AST 2023: 35-46 [doi]

Cross-Project setting using Deep learning Architectures in Just-In-Time Software Fault Prediction: An InvestigationSushant Kumar Pandey, Anil Kumar Tripathi. AST 2023: 24-34 [doi]

Detecting Potential User-data Save & Export Losses due to Android App TerminationSydur Rahaman, Umar Farooq 0002, Iulian Neamtiu, Zhijia Zhao 0001. AST 2023: 152-162 [doi]

On the Effect of Instrumentation on Test FlakinessShawn Rasheed, Jens Dietrich 0001, Amjed Tahir. AST 2023: 123-127 [doi]

Better Safe Than Sorry! Automated Identification of Functionality-Breaking Security-Configuration RulesPatrick Stöckle, Michael Sammereier, Bernd Grobauer, Alexander Pretschner. AST 2023: 90-100 [doi]

MuTCR: Test Case Recommendation via Multi-Level Signature MatchingWeisong Sun, Weidong Qian, Bin Luo, Zhenyu Chen 0001. AST 2023: 179-190 [doi]

SourceWarp: A scalable, SCM-driven testing and benchmarking approach to support data-driven and agile decision making for CI/CD tools and DevOps platformsJulian Thome, James Johnson, Isaac Dawson, Dinesh Bolkensteyn, Michael Henriksen, Mark Art. AST 2023: 68-78 [doi]

An Intelligent Duplicate Bug Report Detection Method Based on Technical Term ExtractionXiaoxue Wu, Wenjing Shan, Wei Zheng 0006, Zhiguo Chen, Tao Ren, Xiaobing Sun. AST 2023: 1-12 [doi]

2022

IEEE/ACM International Conference on Automation of Software Test, AST@ICSE 2022, Pittsburgh, PA, USA, May 21-22, 2022IEEE, 2022. [doi]

Testing non-testable programs using association rulesAntonia Bertolino, Emilio Cruciani, Breno Miranda, Roberto Verdecchia. AST 2022: 87-91 [doi]

Microservices Integrated Performance and Reliability TestingMatteo Camilli, Antonio Guerriero, Andrea Janes, Barbara Russo, Stefano Russo. AST 2022: 29-39 [doi]

A Method and Experiment to evaluate Deep Neural Networks as Test Oracles for Scientific SoftwareValdivino Alexandre de Santiago Júnior. AST 2022: 40-51 [doi]

Probe-based Syscall Tracing for Efficient and Practical File-level Test TracesDaniel Elsner, Roland Wuersching, Markus Schnappinger, Alexander Pretschner. AST 2022: 126-137 [doi]

Challenges in Regression Test Selection for End-to-End Testing of Microservice-based Software SystemsDaniel Elsner, Daniel Bertagnolli, Alexander Pretschner, Rudi Klaus. AST 2022: 1-5 [doi]

Model-Based Test Adaptation for Smart TVsAtil Firat, Mohammad Yusaf Azimi, Celal Çagin Elgün, Ferhat Erata, Cemal Yilmaz. AST 2022: 52-53 [doi]

Comparing and Combining File-based Selection and Similarity-based Prioritization towards Regression Test OrchestrationRenan Greca, Breno Miranda, Milos Gligoric, Antonia Bertolino. AST 2022: 115-125 [doi]

NEMIANA: Cross-Platform Execution Migration for DebuggingNobuyuki Kanaya, Yu Tsuda, Yuuki Takano, Yoshitada Fujiwara, Ryoichi Isawa, Daisuke Inoue. AST 2022: 138-147 [doi]

Checked Coverage for Test Suite Reduction - Is It Worth the Effort?Roxane Koitz-Hristov, Lukas Stracke, Franz Wotawa. AST 2022: 6-16 [doi]

CRAWLABEL: Computing Natural-Language Labels for UI Test CasesYu Liu, Rahulkrishna Yandrapally, Anup K. Kalia, Saurabh Sinha, Rachel Tzoref-Brill, Ali Mesbah 0001. AST 2022: 103-114 [doi]

On the feasibility and challenges of synthesizing executable Espresso testsIván Arcuschin Moreno, Juan Pablo Galeotti, Christian Ciccaroni, José Miguel Rojas. AST 2022: 92-102 [doi]

How are Solidity smart contracts tested in open source projects? An exploratory studyLuisa Palechor, Cor-Paul Bezemer. AST 2022: 165-169 [doi]

What Do Developer-Repaired Flaky Tests Tell Us About the Effectiveness of Automated Flaky Test Detection?Owain Parry, Michael Hilton, Gregory M. Kapfhammer, Phil McMinn. AST 2022: 160-164 [doi]

Integration of Test Generation Into Simulation-Based Platforms: An Experience ReportLuca Vittorio Sartori, Jérémie Guiochet, Hélène Waeselynck, Aizar Antonio Berlanga Galvan, Simon Hébert-Vernhes, Magnus Albert. AST 2022: 77-86 [doi]

Leveraging Code-Test Co-evolution Patterns for Automated Test Case RecommendationSamiha Shimmi, Mona Rahimi. AST 2022: 65-76 [doi]

Generating Accurate Assert Statements for Unit Test Cases using Pretrained TransformersMichele Tufano, Dawn Drain, Alexey Svyatkovskiy, Neel Sundaresan. AST 2022: 54-64 [doi]

Evaluating System-Level Test Generation for Industrial Software: A Comparison between Manual, Combinatorial and Model-Based TestingMuhammad Nouman Zafar, Wasif Afzal, Eduard Enoiu. AST 2022: 148-159 [doi]

Comparing and Combining Analysis-Based and Learning-Based Regression Test SelectionJiyang Zhang, Yu Liu, Milos Gligoric, Owolabi Legunsen, August Shi. AST 2022: 17-28 [doi]

2021

2nd IEEE/ACM International Conference on Automation of Software Test, AST@ICSE 2021, Madrid, Spain, May 20-21, 2021IEEE, 2021. [doi]

Using Machine Learning to Build Test Oracles: an Industrial Case Study on Elevators Dispatching AlgorithmsAitor Arrieta, Jon Ayerdi, Miren Illarramendi, Aitor Agirre, Goiuria Sagardui, Maite Arratibel. AST 2021: 30-39 [doi]

SuMo: A Mutation Testing Strategy for Solidity Smart ContractsMorena Barboni, Andrea Morichetta 0001, Andrea Polini. AST 2021: 50-59 [doi]

Automated User Experience Testing through Multi-Dimensional Performance Impact AnalysisChidera Biringa, Gökhan Kul. AST 2021: 125-128 [doi]

Model-based Automation of Test Script Generation Across Product Variants: a Railway PerspectiveAlessio Bucaioni, Fabio Di Silvestro, Inderjeet Singh, Mehrdad Saadatmand, Henry Muccini, Thorvaldur Jochumsson. AST 2021: 20-29 [doi]

Test Suites as a Source of Training Data for Static Analysis Alert ClassifiersLori Flynn, William Snavely, Zachary Kurtz. AST 2021: 100-108 [doi]

Automatic Property-based Testing of GraphQL APIsStefan Karlsson, Adnan Causevic, Daniel Sundmark. AST 2021: 1-10 [doi]

Multimodal Surprise Adequacy Analysis of Inputs for Natural Language Processing DNN ModelsSeah Kim, Shin Yoo. AST 2021: 80-89 [doi]

An Evolutionary Approach to Adapt Tests Across Mobile AppsLeonardo Mariani, Mauro Pezzè, Valerio Terragni, Daniele Zuddas. AST 2021: 70-79 [doi]

Continuous Testing Improvement ModelMaximiliano Agustin Mascheroni, Emanuel Irrazábal, Gustavo Rossi. AST 2021: 109-112 [doi]

A Survey of Video Game TestingCristiano Politowski, Fábio Petrillo, Yann-Gaël Guéhéneuc. AST 2021: 90-99 [doi]

Automated Performance Testing Based on Active Deep LearningAli Sedaghatbaf, Mahshid Helali Moghadam, Mehrdad Saadatmand. AST 2021: 11-19 [doi]

Automatically Assessing and Extending Code Coverage for NPM PackagesHaiyang Sun, Andrea Rosà, Daniele Bonetta, Walter Binder. AST 2021: 40-49 [doi]

Extending Hierarchical Delta Debugging with HoistingDániel Vince, Renáta Hodován, Daniella Bársony, Ákos Kiss 0001. AST 2021: 60-69 [doi]

Towards exhaustive branch coverage with PathCrawlerNicky Williams. AST 2021: 117-120 [doi]

A framework for the automation of testing computer vision systemsFranz Wotawa, Lorenz Klampfl, Ledio Jahaj. AST 2021: 121-124 [doi]

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