| 2026 | ICST | Embedding-based Diversity Mapping for Test Generator Selection and Input Prioritization in Grammar-based Testing. | Shifat Sahariar Bhuiyan, Nargiz Humbatova, Paolo Tonella |
| 2026 | ICST | Neural Embeddings for Web Testing. | Kasun Kanaththage, Luigi Libero Lucio Starace, Matteo Biagiola, Paolo Tonella, Andrea Stocco |
| 2026 | ICST | DeepNaqqal: Human-Aligned Automated Validation of Test Inputs for Deep Learning. | Maryam, Matteo Biagiola, Paolo Tonella, Vincenzo Riccio |
| 2026 | ICST | TopoMap: Automated Topographical Mapping of the Deep Learning Input Space. | Gianmarco De Vita, Nargiz Humbatova, Paolo Tonella |
| 2025 | ICSE | Efficient Domain Augmentation for Autonomous Driving Testing Using Diffusion Models. | Luciano Baresi, Davide Yi Xian Hu, Andrea Stocco, Paolo Tonella |
| 2025 | ICSE | $\mu \text{PRL}$: A Mutation Testing Pipeline for Deep Reinforcement Learning Based on Real Faults. | Deepak-George Thomas, Matteo Biagiola, Nargiz Humbatova, Mohammad Wardat, Gunel Jahangirova, Hridesh Rajan, Paolo Tonella |
| 2025 | ICST | Improving the Readability of Automatically Generated Tests Using Large Language Models. | Matteo Biagiola, Gianluca Ghislotti, Paolo Tonella |
| 2024 | ICSE | Simulation-based Testing of Unmanned Aerial Vehicles with Aerialist. | Sajad Khatiri, Sebastiano Panichella, Paolo Tonella |
| 2024 | ICSE | Hypertesting of Programs: Theoretical Foundation and Automated Test Generation. | Michele Pasqua, Mariano Ceccato, Paolo Tonella |
| 2024 | ICST | Adversarial Testing with Reinforcement Learning: A Case Study on Autonomous Driving. | Andra Doreste, Matteo Biagiola, Paolo Tonella |
| 2024 | ICST | Predicting Safety Misbehaviours in Autonomous Driving Systems Using Uncertainty Quantification. | Ruben Grewal, Paolo Tonella, Andrea Stocco |
| 2024 | ICST | Spectral Analysis of the Relation between Deep Learning Faults and Neural Activation Values. | Nargiz Humbatova, Gunel Jahangirova, Paolo Tonella |
| 2023 | ESEM | An Empirical Study on Low- and High-Level Explanations of Deep Learning Misbehaviours. | Tahereh Zohdinasab, Vincenzo Riccio, Paolo Tonella |
| 2023 | ICSE | DeepCrime: from Real Faults to Mutation Testing Tool for Deep Learning. | Nargiz Humbatova, Gunel Jahangirova, Paolo Tonella |
| 2023 | ICSE | When and Why Test Generators for Deep Learning Produce Invalid Inputs: an Empirical Study. | Vincenzo Riccio, Paolo Tonella |
| 2023 | ICSE | The Road Toward Dependable AI Based Systems. | Paolo Tonella |
| 2023 | ICST | Simulation-based Test Case Generation for Unmanned Aerial Vehicles in the Neighborhood of Real Flights. | Sajad Khatiri, Sebastiano Panichella, Paolo Tonella |
| 2023 | ICST | Repairing DNN Architecture: Are We There Yet? | Jinhan Kim, Nargiz Humbatova, Gunel Jahangirova, Paolo Tonella, Shin Yoo |
| 2023 | ISSTA | DeepAtash: Focused Test Generation for Deep Learning Systems. | Tahereh Zohdinasab, Vincenzo Riccio, Paolo Tonella |
| 2022 | GECCO | Evolutionary generation of metamorphic relations for cyber-physical systems. | Jon Ayerdi, Valerio Terragni, Aitor Arrieta, Paolo Tonella, Goiuria Sagardui, Maite Arratibel |
| 2022 | ICST | IFRIT: Focused Testing through Deep Reinforcement Learning. | Andrea Romdhana, Mariano Ceccato, Alessio Merlo, Paolo Tonella |
| 2022 | ISSTA | Simple techniques work surprisingly well for neural network test prioritization and active learning (replicability study). | Michael Weiss, Paolo Tonella |
| 2021 | GECCO | Improving assertion oracles with evolutionary computation. | Valerio Terragni, Gunel Jahangirova, Mauro Pezz, Paolo Tonella |
| 2021 | ICSE | GAssert: A Fully Automated Tool to Improve Assertion Oracles. | Valerio Terragni, Gunel Jahangirova, Paolo Tonella, Mauro Pezz |
| 2021 | ICST | Quality Metrics and Oracles for Autonomous Vehicles Testing. | Gunel Jahangirova, Andrea Stocco, Paolo Tonella |
| 2021 | ICST | STILE: a Tool for Parallel Execution of E2E Web Test Scripts. | Dario Olianas, Maurizio Leotta, Filippo Ricca, Matteo Biagiola, Paolo Tonella |
| 2021 | ICST | COSMO: Code Coverage Made Easier for Android. | Andrea Romdhana, Mariano Ceccato, Gabriel Claudiu Georgiu, Alessio Merlo, Paolo Tonella |
| 2021 | ICST | Summary of: A Federated Society of Bots for Smart Contract Testing. | Emanuele Viglianisi, Mariano Ceccato, Paolo Tonella |
| 2021 | ICST | Fail-Safe Execution of Deep Learning based Systems through Uncertainty Monitoring. | Michael Weiss, Paolo Tonella |
| 2021 | ICST | Uncertainty-Wizard: Fast and User-Friendly Neural Network Uncertainty Quantification. | Michael Weiss, Paolo Tonella |
| 2021 | ISSTA | DeepCrime: mutation testing of deep learning systems based on real faults. | Nargiz Humbatova, Gunel Jahangirova, Paolo Tonella |
| 2021 | ISSTA | DeepHyperion: exploring the feature space of deep learning-based systems through illumination search. | Tahereh Zohdinasab, Vincenzo Riccio, Alessio Gambi, Paolo Tonella |
| 2020 | ICSE | Misbehaviour prediction for autonomous driving systems. | Andrea Stocco, Michael Weiss, Marco Calzana, Paolo Tonella |
| 2020 | ICSE | Taxonomy of real faults in deep learning systems. | Nargiz Humbatova, Gunel Jahangirova, Gabriele Bavota, Vincenzo Riccio, Andrea Stocco, Paolo Tonella |
| 2020 | ICST | Run Java Applications and Test Them In-Vivo Meantime. | Antonia Bertolino, Guglielmo De Angelis, Breno Miranda, Paolo Tonella |
| 2020 | ICST | Dependency-Aware Web Test Generation. | Matteo Biagiola, Andrea Stocco, Filippo Ricca, Paolo Tonella |
| 2020 | ICST | A Framework for In-Vivo Testing of Mobile Applications. | Mariano Ceccato, Davide Corradini, Luca Gazzola, Fitsum Meshesha Kifetew, Leonardo Mariani, Matteo Orr, Paolo Tonella |
| 2020 | ICST | An Empirical Evaluation of Mutation Operators for Deep Learning Systems. | Gunel Jahangirova, Paolo Tonella |
| 2020 | ICST | A Family of Experiments to Assess the Impact of Page Object Pattern in Web Test Suite Development. | Maurizio Leotta, Matteo Biagiola, Filippo Ricca, Mariano Ceccato, Paolo Tonella |
| 2020 | ISSRE | Towards Anomaly Detectors that Learn Continuously. | Andrea Stocco, Paolo Tonella |
| 2019 | ISSRE | Toward In-Vivo Testing of Mobile Applications. | Mariano Ceccato, Luca Gazzola, Fitsum Meshesha Kifetew, Leonardo Mariani, Matteo Orr, Paolo Tonella |
| 2018 | ISSTA | OASIs: oracle assessment and improvement tool. | Gunel Jahangirova, David Clark, Mark Harman, Paolo Tonella |
| 2018 | SSBSE | Incremental Control Dependency Frontier Exploration for Many-Criteria Test Case Generation. | Annibale Panichella, Fitsum Meshesha Kifetew, Paolo Tonella |
| 2017 | SSBSE | Search Based Path and Input Data Generation for Web Application Testing. | Matteo Biagiola, Filippo Ricca, Paolo Tonella |
| 2017 | SSBSE | LIPS vs MOSA: A Replicated Empirical Study on Automated Test Case Generation. | Annibale Panichella, Fitsum Meshesha Kifetew, Paolo Tonella |
| 2016 | ICST | Why do Record/Replay Tests of Web Applications Break? | Mouna Hammoudi, Gregg Rothermel, Paolo Tonella |
| 2016 | ICWE | Clustering-Aided Page Object Generation for Web Testing. | Andrea Stocco, Maurizio Leotta, Filippo Ricca, Paolo Tonella |
| 2016 | ICWE | Automatic Page Object Generation with APOGEN. | Andrea Stocco, Maurizio Leotta, Filippo Ricca, Paolo Tonella |
| 2016 | ISSTA | Test oracle assessment and improvement. | Gunel Jahangirova, David Clark, Mark Harman, Paolo Tonella |
| 2016 | REFSQ | Risk-Aware Multi-stakeholder Next Release Planning Using Multi-objective Optimization. | Antnio Mauricio Pitangueira, Paolo Tonella, Angelo Susi, Rita Suzana Pitangueira Maciel, Mrcio de Oliveira Barros |
| 2016 | SCAM | Assessment of Source Code Obfuscation Techniques. | Alessio Viticchi, Leonardo Regano, Marco Torchiano, Cataldo Basile, Mariano Ceccato, Paolo Tonella, Roberto Tiella |
| 2015 | ICSE | Meta-heuristic Generation of Robust XPath Locators for Web Testing. | Maurizio Leotta, Andrea Stocco, Filippo Ricca, Paolo Tonella |
| 2015 | ICSE | Results for EvoSuite - MOSA at the Third Unit Testing Tool Competition. | Annibale Panichella, Fitsum Meshesha Kifetew, Paolo Tonella |
| 2015 | ICSE | Why Creating Web Page Objects Manually If It Can Be Done Automatically? | Andrea Stocco, Maurizio Leotta, Filippo Ricca, Paolo Tonella |
| 2015 | ICSE | Weekly Round Trips from Norms to Requirements and Tests: An Industrial Experience Report. | Paolo Tonella, Roberto Tiella |
| 2015 | ICST | Using Multi-Locators to Increase the Robustness of Web Test Cases. | Maurizio Leotta, Andrea Stocco, Filippo Ricca, Paolo Tonella |
| 2015 | ICST | Reformulating Branch Coverage as a Many-Objective Optimization Problem. | Annibale Panichella, Fitsum Meshesha Kifetew, Paolo Tonella |
| 2015 | SAC | Automated generation of visual web tests from DOM-based web tests. | Maurizio Leotta, Andrea Stocco, Filippo Ricca, Paolo Tonella |
| 2014 | CCS | POSTER: A Measurement Framework to Quantify Software Protections. | Paolo Tonella, Mariano Ceccato, Bjorn De Sutter, Bart Coppens |
| 2014 | ICSE | Interpolated n-grams for model based testing. | Paolo Tonella, Roberto Tiella, Duy Cu Nguyen |
| 2014 | ICSOC | A Multi-objective Approach to Business Process Repair. | Chiara Di Francescomarino, Roberto Tiella, Chiara Ghidini, Paolo Tonella |
| 2014 | ICST | Reproducing Field Failures for Programs with Complex Grammar-Based Input. | Fitsum Meshesha Kifetew, Wei Jin, Roberto Tiella, Alessandro Orso, Paolo Tonella |
| 2014 | ICWE | Visual vs. DOM-Based Web Locators: An Empirical Study. | Maurizio Leotta, Diego Clerissi, Filippo Ricca, Paolo Tonella |
| 2014 | ISSRE | Reducing Web Test Cases Aging by Means of Robust XPath Locators. | Maurizio Leotta, Andrea Stocco, Filippo Ricca, Paolo Tonella |
| 2014 | SCAM | PESTO: A Tool for Migrating DOM-Based to Visual Web Tests. | Andrea Stocco, Maurizio Leotta, Filippo Ricca, Paolo Tonella |
| 2014 | SSBSE | Combining Stochastic Grammars and Genetic Programming for Coverage Testing at the System Level. | Fitsum Meshesha Kifetew, Roberto Tiella, Paolo Tonella |
| 2013 | ICSE | Automated generation of state abstraction functions using data invariant inference. | Paolo Tonella, Cu Duy Nguyen, Alessandro Marchetto, Kiran Lakhotia, Mark Harman |
| 2013 | ISSTA | Orthogonal exploration of the search space in evolutionary test case generation. | Fitsum Meshesha Kifetew, Annibale Panichella, Andrea De Lucia, Rocco Oliveto, Paolo Tonella |
| 2012 | ICSE | An empirical study about the effectiveness of debugging when random test cases are used. | Mariano Ceccato, Alessandro Marchetto, Leonardo Mariani, Cu D. Nguyen, Paolo Tonella |
| 2012 | ICST | Crawlability Metrics for Web Applications. | Nadia Alshahwan, Mark Harman, Alessandro Marchetto, Roberto Tiella, Paolo Tonella |
| 2012 | ICST | Finding the Optimal Balance between Over and Under Approximation of Models Inferred from Execution Logs. | Paolo Tonella, Alessandro Marchetto, Duy Cu Nguyen, Yue Jia, Kiran Lakhotia, Mark Harman |
| 2012 | ISSRE | Revolution: Automatic Evolution of Mined Specifications. | Leonardo Mariani, Alessandro Marchetto, Cu D. Nguyen, Paolo Tonella, Arthur I. Baars |
| 2012 | ISSTA | Combining model-based and combinatorial testing for effective test case generation. | Cu D. Nguyen, Alessandro Marchetto, Paolo Tonella |
| 2011 | ICST | Automated Detection of Discontinuities in Models Inferred from Execution Traces. | Alessandro Marchetto, Duy Cu Nguyen, Paolo Tonella |
| 2011 | ICST | Challenges in Audit Testing of Web Services. | Duy Cu Nguyen, Alessandro Marchetto, Paolo Tonella |
| 2011 | ICST | Change Sensitivity Based Prioritization for Audit Testing of Webservice Compositions. | Duy Cu Nguyen, Alessandro Marchetto, Paolo Tonella |
| 2011 | ICWS | Test Case Prioritization for Audit Testing of Evolving Web Services Using Information Retrieval Techniques. | Cu D. Nguyen, Alessandro Marchetto, Paolo Tonella |
| 2011 | RCIS | Towards testing future Web applications. | Beatriz Marn, Tanja E. J. Vos, Giovanni Giachetti, Arthur I. Baars, Paolo Tonella |
| 2011 | SCAM | The Effect of Lexicon Bad Smells on Concept Location in Source Code. | Surafel Lemma Abebe, Sonia Haiduc, Paolo Tonella, Andrian Marcus |
| 2011 | SSBSE | Optimizing the Trade-Off between Complexity and Conformance in Process Reduction. | Alessandro Marchetto, Chiara Di Francescomarino, Paolo Tonella |
| 2010 | ICSE | A design methodology for real services. | Alessandro Marchetto, Cu D. Nguyen, Chiara Di Francescomarino, Nauman A. Qureshi, Anna Perini, Paolo Tonella |
| 2009 | BPM | Collaborative Specification of Semantically Annotated Business Processes. | Marco Rospocher, Chiara Di Francescomarino, Chiara Ghidini, Luciano Serafini, Paolo Tonella |
| 2009 | CaiSE | Supporting Ontology-Based Semantic Annotation of Business Processes with Automated Suggestions. | Chiara Di Francescomarino, Paolo Tonella |
| 2009 | ICSE | Cooperative Aspect Oriented Programming for executable business processes. | Chiara Di Francescomarino, Paolo Tonella |
| 2009 | ISSTA | Clustering test cases to achieve effective and scalable prioritisation incorporating expert knowledge. | Shin Yoo, Mark Harman, Paolo Tonella, Angelo Susi |
| 2009 | SAC | Remote software protection by orthogonal client replacement. | Mariano Ceccato, Paolo Tonella, Mila Dalla Preda, Anirban Majumdar |
| 2008 | BPM | Crosscutting Concern Documentation by Visual Query of Business Processes. | Chiara Di Francescomarino, Paolo Tonella |
| 2008 | CCS | Towards experimental evaluation of code obfuscation techniques. | Mariano Ceccato, Massimiliano Di Penta, Jasvir Nagra, Paolo Falcarin, Filippo Ricca, Marco Torchiano, Paolo Tonella |
| 2008 | ICSE | Are fit tables really talking?: a series of experiments to understand whether fit tables are useful during evolution tasks. | Filippo Ricca, Massimiliano Di Penta, Marco Torchiano, Paolo Tonella, Mariano Ceccato, Corrado Aaron Visaggio |
| 2008 | ICSOC | Reasoning on Semantically Annotated Processes. | Chiara Di Francescomarino, Chiara Ghidini, Marco Rospocher, Luciano Serafini, Paolo Tonella |
| 2008 | ICST | State-Based Testing of Ajax Web Applications. | Alessandro Marchetto, Paolo Tonella, Filippo Ricca |
| 2008 | ICST | Constraint-based Evolutionary Testing of Autonomous Distributed Systems. | Cu D. Nguyen, Anna Perini, Paolo Tonella |
| 2008 | PDP | Distributing Trust Verification to Increase Application Performance. | Mariano Ceccato, Jasvir Nagra, Paolo Tonella |
| 2008 | SCAM | Using Program Transformations to Add Structure to a Legacy Data Model. | Mariano Ceccato, Thomas Roy Dean, Paolo Tonella |
| 2008 | SOFSEM | Remote Entrusting by Run-Time Software Authentication. | Mariano Ceccato, Yoram Ofek, Paolo Tonella |
| 2007 | ICSE | The Role of Experience and Ability in Comprehension Tasks Supported by UML Stereotypes. | Filippo Ricca, Massimiliano Di Penta, Marco Torchiano, Paolo Tonella, Mariano Ceccato |
| 2007 | SCAM | Barrier Slicing for Remote Software Trusting. | Mariano Ceccato, Mila Dalla Preda, Jasvir Nagra, Christian S. Collberg, Paolo Tonella |
| 2006 | ISSTA | The species per path approach to SearchBased test data generation. | Phil McMinn, Mark Harman, David W. Binkley, Paolo Tonella |
| 2005 | ICSE | Reverse engineering of object oriented code. | Paolo Tonella |
| 2004 | ICSE | Formal Concept Analysis in Software Engineering. | Paolo Tonella |
| 2004 | ISSTA | Evolutionary testing of classes. | Paolo Tonella |
| 2004 | SCAM | Adding Distribution to Existing Applications by Means of Aspect Oriented Programming. | Mariano Ceccato, Paolo Tonella |
| 2002 | SCAM | Construction of the System Dependence Graph for Web Application Slicing. | Filippo Ricca, Paolo Tonella |
| 2001 | ICSE | Analysis and Testing of Web Applications. | Filippo Ricca, Paolo Tonella |
| 2001 | SCAM | Restructuring Web Applications via Transformation Rules. | Filippo Ricca, Paolo Tonella, Ira D. Baxter |
| 2001 | TACAS | Building a Tool for the Analysis and Testing of Web Applications: Problems and Solutions. | Filippo Ricca, Paolo Tonella |
| 1997 | ICSE | Flow Insensitive C++ Pointers and Polymorphism Analysis and its Application to Slicing. | Paolo Tonella, Giuliano Antoniol, Roberto Fiutem, Ettore Merlo |