Andrea Stocco - RankMe

83 papers A* 7A 9B 3C 1Misc 2Journal 48Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Coverage-Guided Road Selection and Prioritization for Efficient Testing in Autonomous Driving Systems. CoRR Qurban Ali, Andrea Stocco, Leonardo Mariani, Oliviero Riganelli
2026	J	`jnl`	Feature-Aware Test Generation for Deep Learning Models. CoRR Xingcheng Chen, Oliver Weissl, Andrea Stocco
2026	J	`jnl`	HyperNet-Adaptation for Diffusion-Based Test Case Generation. CoRR Oliver Weißl, Vincenzo Riccio, Severin Kacianka, Andrea Stocco
2026	J	`jnl`	Latent Regularization in Generative Test Input Generation. CoRR Giorgi Merabishvili, Oliver Weißl, Andrea Stocco
2026	J	`jnl`	PerturbationDrive: A Framework for Perturbation-Based Testing of ADAS. CoRR Hannes Leonhard, Stefano Carlo Lambertenghi, Andrea Stocco
2026	J	`jnl`	STELLAR: A Search-Based Testing Framework for Large Language Model Applications. CoRR Lev Sorokin, Ivan Vasilev, Ken E. Friedl, Andrea Stocco
2026	J	`jnl`	Simulator ensembles for trustworthy autonomous driving systems testing. Empir. Softw. Eng. Lev Sorokin, Matteo Biagiola, Andrea Stocco
2026	J	`jnl`	Towards Automated Page Object Generation for Web Testing using Large Language Models. CoRR Betül Karagöz, Filippo Ricca, Matteo Biagiola, Andrea Stocco
2026	J	`jnl`	XMutant: XAI-based fuzzing for deep learning systems. Empir. Softw. Eng. Xingcheng Chen, Matteo Biagiola, Vincenzo Riccio, Marcelo d'Amorim, Andrea Stocco
2025	A*	`conf`	A Multi-Modality Evaluation of the Reality Gap in Autonomous Driving Systems. ASE Stefano Carlo Lambertenghi, Mirena Flores Valdez, Andrea Stocco
2025	J	`jnl`	A Multi-Modality Evaluation of the Reality Gap in Autonomous Driving Systems. CoRR Stefano Carlo Lambertenghi, Mirena Flores Valdez, Andrea Stocco
2025	J	`jnl`	A multi-year grey literature review on AI-assisted test automation. Inf. Softw. Technol. Filippo Ricca, Alessandro Marchetto, Andrea Stocco
2025	J	`jnl`	Automated Factual Benchmarking for In-Car Conversational Systems using Large Language Models. CoRR Rafael Giebisch, Ken E. Friedl, Lev Sorokin, Andrea Stocco
2025	J	`jnl`	Benchmarking Contextual Understanding for In-Car Conversational Systems. CoRR Philipp Habicht, Lev Sorokin, Abdullah Saydemir, Ken E. Friedl, Andrea Stocco
2025	A	`conf`	Benchmarking Generative AI Models for Deep Learning Test Input Generation. ICST Maryam, Matteo Biagiola, Andrea Stocco, Vincenzo Riccio
2025	A	`conf`	Benchmarking Image Perturbations for Testing Automated Driving Assistance Systems. ICST Stefano Carlo Lambertenghi, Hannes Leonhard, Andrea Stocco
2025	J	`jnl`	Benchmarking Image Perturbations for Testing Automated Driving Assistance Systems. CoRR Stefano Carlo Lambertenghi, Hannes Leonhard, Andrea Stocco
2025	A*	`conf`	Efficient Domain Augmentation for Autonomous Driving Testing Using Diffusion Models. ICSE Luciano Baresi, Davide Yi Xian Hu, Andrea Stocco, Paolo Tonella
2025	J	`jnl`	Foundation Models in Autonomous Driving: A Survey on Scenario Generation and Scenario Analysis. CoRR Yuan Gao, Mattia Piccinini, Yuchen Zhang, Dingrui Wang, Korbinian Möller, Roberto Brusnicki, Baha Zarrouki, Alessio Gambi, Jan Frederik Totz, Kai Storms, Steven Peters, Andrea Stocco, Bassam Alrifaee, Marco Pavone, Johannes Betz
2025	J	`jnl`	Latent Space Class Dispersion: Effective Test Data Quality Assessment for DNNs. CoRR Vivek Vekariya, Mojdeh Golagha, Andrea Stocco, Alexander Pretschner
2025	J	`jnl`	Misbehavior Forecasting for Focused Autonomous Driving Systems Testing. CoRR M. M. Abid Naziri, Stefano Carlo Lambertenghi, Andrea Stocco, Marcelo d'Amorim
2025	—	`conf`	OpenCat: Improving Interoperability of ADS Testing. DeepTest Qurban Ali, Andrea Stocco, Leonardo Mariani, Oliviero Riganelli
2025	J	`jnl`	OpenCat: Improving Interoperability of ADS Testing. CoRR Qurban Ali, Andrea Stocco, Leonardo Mariani, Oliviero Riganelli
2025	J	`jnl`	Simulator Ensembles for Trustworthy Autonomous Driving Testing. CoRR Lev Sorokin, Matteo Biagiola, Andrea Stocco
2025	J	`jnl`	System Safety Monitoring of Learned Components Using Temporal Metric Forecasting. ACM Trans. Softw. Eng. Methodol. Sepehr Sharifi, Andrea Stocco, Lionel C. Briand
2025	J	`jnl`	Web Element Relocalization in Evolving Web Applications: A Comparative Analysis and Extension Study. CoRR Anton Kluge, Andrea Stocco
2025	J	`jnl`	XMutant: XAI-based Fuzzing for Deep Learning Systems. CoRR Xingcheng Chen, Matteo Biagiola, Vincenzo Riccio, Marcelo d'Amorim, Andrea Stocco
2024	J	`jnl`	A Multi-Year Grey Literature Review on AI-assisted Test Automation. CoRR Filippo Ricca, Alessandro Marchetto, Andrea Stocco
2024	A	`conf`	Assessing Quality Metrics for Neural Reality Gap Input Mitigation in Autonomous Driving Testing. ICST Stefano Carlo Lambertenghi, Andrea Stocco
2024	J	`jnl`	Assessing Quality Metrics for Neural Reality Gap Input Mitigation in Autonomous Driving Testing. CoRR Stefano Carlo Lambertenghi, Andrea Stocco
2024	J	`jnl`	Benchmarking Generative AI Models for Deep Learning Test Input Generation. CoRR Maryam, Matteo Biagiola, Andrea Stocco, Vincenzo Riccio
2024	J	`jnl`	Deep Learning System Boundary Testing through Latent Space Style Mixing. CoRR Amr Abdellatif, Xingcheng Chen, Vincenzo Riccio, Andrea Stocco
2024	J	`jnl`	Efficient Domain Augmentation for Autonomous Driving Testing Using Diffusion Models. CoRR Luciano Baresi, Davide Yi Xian Hu, Andrea Stocco, Paolo Tonella
2024	J	`jnl`	Large Language Models for Secure Code Assessment: A Multi-Language Empirical Study. CoRR Kohei Dozono, Tiago Espinha Gasiba, Andrea Stocco
2024	A	`conf`	Predicting Safety Misbehaviours in Autonomous Driving Systems Using Uncertainty Quantification. ICST Ruben Grewal, Paolo Tonella, Andrea Stocco
2024	J	`jnl`	Predicting Safety Misbehaviours in Autonomous Driving Systems using Uncertainty Quantification. CoRR Ruben Grewal, Paolo Tonella, Andrea Stocco
2024	J	`jnl`	System Safety Monitoring of Learned Components Using Temporal Metric Forecasting. CoRR Sepehr Sharifi, Andrea Stocco, Lionel C. Briand
2024	J	`jnl`	Two is better than one: digital siblings to improve autonomous driving testing. Empir. Softw. Eng. Matteo Biagiola, Andrea Stocco, Vincenzo Riccio, Paolo Tonella
2023	Misc	`conf`	A Retrospective Analysis of Grey Literature for AI-Supported Test Automation. QUATIC Filippo Ricca, Alessandro Marchetto, Andrea Stocco
2023	J	`jnl`	Mind the Gap! A Study on the Transferability of Virtual Versus Physical-World Testing of Autonomous Driving Systems. IEEE Trans. Software Eng. Andrea Stocco, Brian Pulfer, Paolo Tonella
2023	J	`jnl`	Model vs system level testing of autonomous driving systems: a replication and extension study. Empir. Softw. Eng. Andrea Stocco, Brian Pulfer, Paolo Tonella
2023	J	`jnl`	Neural Embeddings for Web Testing. CoRR Andrea Stocco, Alexandra Willi, Luigi Libero Lucio Starace, Matteo Biagiola, Paolo Tonella
2023	J	`jnl`	Software testing in the machine learning era. Empir. Softw. Eng. Andrea Stocco, Onn Shehory, Gunel Jahangirova, Vincenzo Riccio, Guy Barash, Eitan Farchi, Diptikalyan Saha
2023	J	`jnl`	Summary of the Fourth International Workshop on Deep Learning for Testing and Testing for Deep Learning (DeepTest 2023). ACM SIGSOFT Softw. Eng. Notes Matteo Biagiola, Nicolás Cardozo, Donghwan Shin, Foutse Khomh, Andrea Stocco, Vincenzo Riccio
2023	J	`jnl`	Two is Better Than One: Digital Siblings to Improve Autonomous Driving Testing. CoRR Matteo Biagiola, Andrea Stocco, Vincenzo Riccio, Paolo Tonella
2022	J	`jnl`	A Survey on the Use of Computer Vision to Improve Software Engineering Tasks. IEEE Trans. Software Eng. Mohammad Bajammal, Andrea Stocco, Davood Mazinanian, Ali Mesbah
2022	J	`jnl`	Confidence-driven weighted retraining for predicting safety-critical failures in autonomous driving systems. J. Softw. Evol. Process. Andrea Stocco, Paolo Tonella
2022	A*	`conf`	ThirdEye: Attention Maps for Safe Autonomous Driving Systems. ASE Andrea Stocco, Paulo J. Nunes, Marcelo d'Amorim, Paolo Tonella
2021	—	`conf`	AI-based Test Automation: A Grey Literature Analysis. ICST Workshops Filippo Ricca, Alessandro Marchetto, Andrea Stocco
2021	J	`jnl`	BUGSJS: a benchmark and taxonomy of JavaScript bugs. Softw. Test. Verification Reliab. Péter Gyimesi, Béla Vancsics, Andrea Stocco, Davood Mazinanian, Árpád Beszédes, Rudolf Ferenc, Ali Mesbah
2021	J	`jnl`	Mind the Gap! A Study on the Transferability of Virtual vs Physical-world Testing of Autonomous Driving Systems. CoRR Andrea Stocco, Brian Pulfer, Paolo Tonella
2021	A	`conf`	Quality Metrics and Oracles for Autonomous Vehicles Testing. ICST Gunel Jahangirova, Andrea Stocco, Paolo Tonella
2021	B	`conf`	Web Test Automation: Insights from the Grey Literature. SOFSEM Filippo Ricca, Andrea Stocco
2020	A	`conf`	Dependency-Aware Web Test Generation. ICST Matteo Biagiola, Andrea Stocco, Filippo Ricca, Paolo Tonella
2020	A*	`conf`	Misbehaviour prediction for autonomous driving systems. ICSE Andrea Stocco, Michael Weiss, Marco Calzana, Paolo Tonella
2020	A*	`conf`	Near-duplicate detection in web app model inference. ICSE Rahulkrishna Yandrapally, Andrea Stocco, Ali Mesbah
2020	A*	`conf`	Taxonomy of real faults in deep learning systems. ICSE Nargiz Humbatova, Gunel Jahangirova, Gabriele Bavota, Vincenzo Riccio, Andrea Stocco, Paolo Tonella
2020	J	`jnl`	Testing machine learning based systems: a systematic mapping. Empir. Softw. Eng. Vincenzo Riccio, Gunel Jahangirova, Andrea Stocco, Nargiz Humbatova, Michael Weiss, Paolo Tonella
2020	—	`conf`	Towards Anomaly Detectors that Learn Continuously. ISSRE Workshops Andrea Stocco, Paolo Tonella
2019	A	`conf`	BugsJS: a Benchmark of JavaScript Bugs. ICST Péter Gyimesi, Béla Vancsics, Andrea Stocco, Davood Mazinanian, Árpád Beszédes, Rudolf Ferenc, Ali Mesbah
2019	J	`jnl`	Chapter Three - Three Open Problems in the Context of E2E Web Testing and a Vision: NEONATE. Adv. Comput. Filippo Ricca, Maurizio Leotta, Andrea Stocco
2019	—	`conf`	Diversity-based web test generation. ESEC/SIGSOFT FSE Matteo Biagiola, Andrea Stocco, Filippo Ricca, Paolo Tonella
2019	J	`jnl`	E2E Web Test Dependency Detection using NLP. CoRR Matteo Biagiola, Andrea Stocco, Ali Mesbah, Filippo Ricca, Paolo Tonella
2019	—	`conf`	How artificial intelligence can improve web development and testing. Programming Andrea Stocco
2019	A	`conf`	Poster: Supporting JavaScript Experimentation with BugsJS. ICST Béla Vancsics, Péter Gyimesi, Andrea Stocco, Davood Mazinanian, Árpád Beszédes, Rudolf Ferenc, Ali Mesbah
2019	J	`jnl`	Taxonomy of Real Faults in Deep Learning Systems. CoRR Nargiz Humbatova, Gunel Jahangirova, Gabriele Bavota, Vincenzo Riccio, Andrea Stocco, Paolo Tonella
2019	—	`conf`	Web test dependency detection. ESEC/SIGSOFT FSE Matteo Biagiola, Andrea Stocco, Ali Mesbah, Filippo Ricca, Paolo Tonella
2018	A*	`conf`	Fine-grained test minimization. ICSE Arash Vahabzadeh, Andrea Stocco, Ali Mesbah
2018	J	`jnl`	Pesto: Automated migration of DOM-based Web tests towards the visual approach. Softw. Test. Verification Reliab. Maurizio Leotta, Andrea Stocco, Filippo Ricca, Paolo Tonella
2018	—	`conf`	Vista: web test repair using computer vision. ESEC/SIGSOFT FSE Andrea Stocco, Rahulkrishna Yandrapally, Ali Mesbah
2018	—	`conf`	Visual web test repair. ESEC/SIGSOFT FSE Andrea Stocco, Rahulkrishna Yandrapally, Ali Mesbah
2017	J	`jnl`	APOGEN: automatic page object generator for web testing. Softw. Qual. J. Andrea Stocco, Maurizio Leotta, Filippo Ricca, Paolo Tonella
2016	B	`conf`	Automatic Page Object Generation with APOGEN. ICWE Andrea Stocco, Maurizio Leotta, Filippo Ricca, Paolo Tonella
2016	B	`conf`	Clustering-Aided Page Object Generation for Web Testing. ICWE Andrea Stocco, Maurizio Leotta, Filippo Ricca, Paolo Tonella
2016	J	`jnl`	Robula+: an algorithm for generating robust XPath locators for web testing. J. Softw. Evol. Process. Maurizio Leotta, Andrea Stocco, Filippo Ricca, Paolo Tonella
2016	—	`conf`	WATERFALL: an incremental approach for repairing record-replay tests of web applications. SIGSOFT FSE Mouna Hammoudi, Gregg Rothermel, Andrea Stocco
2015	Misc	`conf`	Automated generation of visual web tests from DOM-based web tests. SAC Maurizio Leotta, Andrea Stocco, Filippo Ricca, Paolo Tonella
2015	—	`conf`	Meta-heuristic Generation of Robust XPath Locators for Web Testing. SBST@ICSE Maurizio Leotta, Andrea Stocco, Filippo Ricca, Paolo Tonella
2015	A	`conf`	Using Multi-Locators to Increase the Robustness of Web Test Cases. ICST Maurizio Leotta, Andrea Stocco, Filippo Ricca, Paolo Tonella
2015	—	`conf`	Why Creating Web Page Objects Manually If It Can Be Done Automatically? AST@ICSE Andrea Stocco, Maurizio Leotta, Filippo Ricca, Paolo Tonella
2014	C	`conf`	PESTO: A Tool for Migrating DOM-Based to Visual Web Tests. SCAM Andrea Stocco, Maurizio Leotta, Filippo Ricca, Paolo Tonella
2014	—	`conf`	Reducing Web Test Cases Aging by Means of Robust XPath Locators. ISSRE Workshops Maurizio Leotta, Andrea Stocco, Filippo Ricca, Paolo Tonella
2013	—	`conf`	Web testware evolution. WSE Filippo Ricca, Maurizio Leotta, Andrea Stocco, Diego Clerissi, Paolo Tonella