2024

  1. [EMSE]
    Two is Better Than One: Digital Siblings to Improve Autonomous Driving Testing Biagiola, Matteo, Stocco, Andrea, Riccio, Vincenzo, and Tonella, Paolo Empirical Software Engineering 2024 [PDF]
  2. [pre-print]
    Misbehaviour Forecasting for Focused Autonomous Driving Systems Testing Naziri, Molla Mohammad Abid, Lambertenghi, Stefano Carlo, Stocco, Andrea, and d’Amorim, Marcelo 2024 [PDF]
  3. [pre-print]
    Large Language Models for Secure Code Assessment: A Multi-Language Empirical Study Dozono, Kohei, Gasiba, Tiago Espinha, and Stocco, Andrea 2024 [PDF]
  4. [pre-print]
    Deep Learning System Boundary Testing through Latent Space Style Mixing Abdellatif, Amr, Chen, Xingcheng, Riccio, Vincenzo, and Stocco, Andrea 2024 [PDF]
  5. [pre-print]
    A Multi-Year Grey Literature Review on AI-assisted Test Automation Ricca, Filippo, Marchetto, Alessandro, and Stocco, Andrea 2024 [PDF]
  6. [pre-print]
    System Safety Monitoring of Learned Components Using Temporal Metric Forecasting Sharifi, Sepehr, Stocco, Andrea, and Briand, Lionel C. 2024 [PDF]
  7. [ICST]
    Assessing Quality Metrics for Neural Reality Gap Input Mitigation in Autonomous Driving Testing Lambertenghi, Stefano Carlo, and Stocco, Andrea In Proceedings of 17th IEEE International Conference on Software Testing, Verification and Validation 2024 [PDF]
  8. [ICST]
    Predicting Safety Misbehaviours in Autonomous Driving Systems using Uncertainty Quantification Grewal, Ruben, Tonella, Paolo, and Stocco, Andrea In Proceedings of 17th IEEE International Conference on Software Testing, Verification and Validation 2024 [PDF]
  9. [pre-print]
    Efficient Domain Augmentation for Autonomous Driving Testing Using Diffusion Models Baresi, Luciano, Hu, Davide Yi Xian, Stocco, Andrea, and Tonella, Paolo 2024 [PDF]

2023

  1. [pre-print]
    Neural Embeddings for Web Testing Stocco, Andrea, Willi, Alexandra, Starace, Luigi Libero Lucio, Biagiola, Matteo, and Tonella, Paolo 2023 [PDF]
  2. [QUATIC]
    A Retrospective Analysis of Grey Literature for AI-supported Test Automation Ricca, Filippo, Marchetto, Alessandro, and Stocco, Andrea In Proceedings of 16th International Conference on the Quality of Information and Communications Technology 2023 [Best Paper Award] [PDF]
  3. [EMSE]
    Model vs System Level Testing of Autonomous Driving Systems: A Replication and Extension Study Stocco, Andrea, Pulfer, Brian, and Tonella, Paolo Empirical Software Engineering 2023 [Invited journal First track at ICSE 2024] [PDF]

2022

  1. [ASE]
    ThirdEye: Attention Maps for Safe Autonomous Driving Systems Stocco, Andrea, Nunes, Paulo J., d’Amorim, Marcelo, and Tonella, Paolo In Proceedings of 37th IEEE/ACM International Conference on Automated Software Engineering 2022 [PDF] [Slides]
  2. [TSE]
    Mind the Gap! A Study on the Transferability of Virtual vs Physical-world Testing of Autonomous Driving Systems Stocco, Andrea, Pulfer, Brian, and Tonella, Paolo IEEE Transactions on Software Engineering 2022 [Invited journal First track at ICSE 2023] [PDF]

2021

  1. [JSEP]
    Confidence-driven Weighted Retraining for Predicting Safety-Critical Failures in Autonomous Driving Systems Stocco, Andrea, and Tonella, Paolo Journal of Software: Evolution and Process 2021 [PDF]
  2. [ICSTW]
    AI-based Test Automation: A Grey Literature Analysis Ricca, Filippo, Marchetto, Alessandro, and Stocco, Andrea In Proceedings of 14th IEEE International Conference on Software Testing, Verification and Validation Workshops 2021 [Best Presentation Award] [PDF]
  3. [ICST]
    Quality Metrics and Oracles for Autonomous Vehicles Testing Jahangirova, Gunel, Stocco, Andrea, and Tonella, Paolo In Proceedings of 14th IEEE International Conference on Software Testing, Verification and Validation 2021 [PDF]
  4. [SOFSEM]
    Web Test Automation: Insights from the Grey Literature Ricca, Filippo, and Stocco, Andrea In Proceedings of 47th International Conference on Current Trends in Theory and Practice of Computer Science 2021 [Best Paper Nominee] [PDF]

2020

  1. [ICST]
    Dependency-Aware Web Test Generation Biagiola, Matteo, Stocco, Andrea, Ricca, Filippo, and Tonella, Paolo In Proceedings of 13th IEEE International Conference on Software Testing, Verification and Validation 2020 [PDF]
  2. [ISSREW]
    Towards Anomaly Detectors that Learn Continuously Stocco, Andrea, and Tonella, Paolo In Proceedings of 31st International Symposium on Software Reliability Engineering Workshops 2020 [PDF] [Slides]
  3. [EMSE]
    Testing Machine Learning based Systems: A Systematic Mapping Riccio, Vincenzo, Jahangirova, Gunel, Stocco, Andrea, Humbatova, Nargiz, Weiss, Michael, and Tonella, Paolo Empirical Software Engineering 2020 [PDF]
  4. [STVR]
    BugJS: A Benchmark and Taxonomy of JavaScript Bugs Gyimesi, Péter, Vancsics, Béla, Stocco, Andrea, Mazinanian, Davood, Beszédes, , Ferenc, Rudolf, and Mesbah, Ali Software Testing, Verification And Reliability 2020 [PDF]
  5. [ICSE]
    Misbehaviour Prediction for Autonomous Driving Systems Stocco, Andrea, Weiss, Michael, Calzana, Marco, and Tonella, Paolo In Proceedings of 42nd International Conference on Software Engineering 2020 [PDF] [Supp] [Poster]
  6. [ICSE]
    Taxonomy of Real Faults in Deep Learning Systems Humbatova, Nargiz, Jahangirova, Gunel, Bavota, Gabriele, Riccio, Vincenzo, Stocco, Andrea, and Tonella, Paolo In Proceedings of 42nd International Conference on Software Engineering 2020 [Best Artifact Award] [PDF]
  7. [ICSE]
    Near-Duplicate Detection in Web App Model Inference Yandrapally, Rahulkrishna, Stocco, Andrea, and Mesbah, Ali In Proceedings of 42nd International Conference on Software Engineering 2020 [PDF]
  8. [TSE]
    A Survey on the Use of Computer Vision to Improve Software Engineering Tasks Bajammal, Mohammad, Stocco, Andrea, Mazinanian, Davood, and Mesbah, Ali IEEE Transactions on Software Engineering 2020 [PDF]

2019

  1. [ProWeb]
    How Artificial Intelligence Can Improve Web Development and Testing Stocco, Andrea In Companion of the 3rd International Conference on Art, Science, and Engineering of Programming 2019 [PDF]
  2. [ESEC/FSE]
    Diversity-based Web Test Generation Biagiola, Matteo, Stocco, Andrea, Ricca, Filippo, and Tonella, Paolo In Proceedings of 27th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering 2019 [PDF]
  3. [ESEC/FSE]
    Web Test Dependency Detection Biagiola, Matteo, Stocco, Andrea, Mesbah, Ali, Ricca, Filippo, and Tonella, Paolo In Proceedings of 27th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering 2019 [PDF]
  4. [ICST]
    BugJS: A Benchmark of JavaScript Bugs Gyimesi, Péter, Vancsics, Béla, Stocco, Andrea, Mazinanian, Davood, Beszédes, , Ferenc, Rudolf, and Mesbah, Ali In Proceedings of 12th IEEE International Conference on Software Testing, Verification and Validation 2019 [PDF]

2018

  1. [Adv.
    Comp.]
    Three Open Problems in the Context of E2E Web Testing and a Vision: NEONATE Ricca, Filippo, Leotta, Maurizio, and Stocco, Andrea In Advances in Computers 2018 [PDF]
  2. [ESEC/FSE
    Demo Track]
    VISTA: Web Test Repair Using Computer Vision Stocco, Andrea, Yandrapally, Rahulkrishna, and Mesbah, Ali In Proceedings of the 26th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering 2018 [PDF]
  3. [ESEC/FSE]
    Visual Web Test Repair Stocco, Andrea, Yandrapally, Rahulkrishna, and Mesbah, Ali In Proceedings of the 26th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering 2018 [PDF]
  4. [ICSE]
    Fine-Grained Test Minimization Vahabzadeh, Arash, Stocco, Andrea, and Mesbah, Ali In Proceedings of the 40th ACM/IEEE International Conference on Software Engineering 2018 [PDF]

2017

  1. [SQJ]
    APOGEN: Automatic Page Object Generator for Web Testing Stocco, Andrea, Leotta, Maurizio, Ricca, Filippo, and Tonella, Paolo Software Quality journal 2017 [PDF]
  2. [Ph.D.
    Thesis]
    Automatic page object generation to support E2E testing of web applications Stocco, Andrea 2017
  3. [STVR]
    PESTO: Automated Migration of DOM-based Web Tests towards the Visual Approach Leotta, Maurizio, Stocco, Andrea, Ricca, Filippo, and Tonella, Paolo Software Testing, Verification And Reliability 2017 [PDF]

2016

  1. [JSEP]
    ROBULA+: An Algorithm for Generating Robust XPath Locators for Web Testing Leotta, Maurizio, Stocco, Andrea, Ricca, Filippo, and Tonella, Paolo Journal of Software: Evolution and Process 2016 [Invited journal First track at ICSME 2016] [PDF]
  2. [ICWE]
    Clustering-Aided Page Object Generation for Web Testing Stocco, Andrea, Leotta, Maurizio, Ricca, Filippo, and Tonella, Paolo In Proceedings of 16th International Conference on Web Engineering 2016 [Best Student Paper Award] [PDF]
  3. [ICWE
    Demo Track]
    Automatic Page Object Generation with APOGEN Stocco, Andrea, Leotta, Maurizio, Ricca, Filippo, and Tonella, Paolo In Proceedings of 16th International Conference on Web Engineering 2016 [PDF]
  4. [FSE]
    WATERFALL: An Incremental Approach for Repairing Record-Replay Tests of Web Applications Hammoudi, Mouna, Rothermel, Gregg, and Stocco, Andrea In Proceedings of 24th ACM SIGSOFT International Symposium on the Foundations of Software Engineering 2016 [PDF]

2015

  1. [AST]
    Why Creating Web Page Objects Manually If It Can Be Done Automatically? Stocco, Andrea, Leotta, Maurizio, Ricca, Filippo, and Tonella, Paolo In Proceedings of 10th IEEE/ACM International Workshop on Automation of Software Test 2015 [PDF]
  2. [SBST]
    Meta-Heuristic Generation of Robust XPath Locators for Web Testing Leotta, Maurizio, Stocco, Andrea, Ricca, Filippo, and Tonella, Paolo In Proceedings of 8th International Workshop on Search-Based Software Testing 2015 [PDF] [Slides]
  3. [ICST]
    Using Multi-Locators to Increase the Robustness of Web Test Cases Leotta, Maurizio, Stocco, Andrea, Ricca, Filippo, and Tonella, Paolo In Proceedings of 8th IEEE International Conference on Software Testing, Verification and Validation 2015 [PDF]
  4. [SAC]
    Automated Generation of Visual Web Tests from DOM-based Web Tests Leotta, Maurizio, Stocco, Andrea, Ricca, Filippo, and Tonella, Paolo In Proceedings of 30th ACM/SIGAPP Symposium on Applied Computing 2015 [PDF]

2014

  1. [SCAM
    Demo Track]
    PESTO: A Tool for Migrating DOM-based to Visual Web Tests Stocco, Andrea, Leotta, Maurizio, Ricca, Filippo, and Tonella, Paolo In Proceedings of 14th International Working Conference on Source Code Analysis and Manipulation 2014 [PDF]
  2. [ISSREW]
    Reducing Web Test Cases Aging by means of Robust XPath Locators Leotta, Maurizio, Stocco, Andrea, Ricca, Filippo, and Tonella, Paolo In Proceedings of 25th International Symposium on Software Reliability Engineering Workshops 2014 [PDF]

2013

  1. [WSE]
    Web Testware Evolution Ricca, Filippo, Leotta, Maurizio, Stocco, Andrea, Clerissi, Diego, and Tonella, Paolo In Proceedings of 15th International Symposium on Web Systems Evolution 2013 [PDF]