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Matteo Biagiola

University of St Gallen

9H-index
48Paper Count
279Citation Count
Published Papers 10
Publication Date
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GIFTbench: Generative image fuzz testing benchmark
errScience of Computer Programming
IF1.4
err2026-08-01
err0
errOAAI
errMaryam, Maryam; Biagiola, Matteo; Stocco, Andrea; Riccio, Vincenzo
errShare
errSave
XMutant: XAI-based fuzzing for deep learning systems
errEmpirical Software Engineering
IF3.6
err2026-03-27
err0
errOAAI
errXingcheng Chen; Matteo Biagiola; Vincenzo Riccio; Marcelo d’Amorim; Andrea Stocco
errShare
errSave
Simulator ensembles for trustworthy autonomous driving systems testing
errEmpirical Software Engineering
IF3.6
err2026-02-20
err0
errOAAI
errLev Sorokin; Matteo Biagiola; Andrea Stocco
errShare
errSave
Parallelization in System-Level Testing: Novel Approaches to Manage Test Suite Dependencies
errIEEE Transactions on Software Engineering
IF5.6
err2025-07-01
err0
PREAI
errPasquale Polverino; Fabio Di Lauro; Matteo Biagiola; Paolo Tonella; Antonio Carzaniga
errShare
errSave
STILE: A tool for optimizing E2E web test scripts parallelization
errJOURNAL OF SYSTEMS AND SOFTWARE
IF4.1
err2025-04-01
err0
errOAAI
errOlianas, Dario; Leotta, Maurizio; Ricca, Filippo; Biagiola, Matteo; Tonella, Paolo
errShare
errSave
Reinforcement learning for online testing of autonomous driving systems: a replication and extension study
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2024-11-05
err0
errOAAI
errGiamattei, Luca; Biagiola, Matteo; Pietrantuono, Roberto; Russo, Stefano; Tonella, Paolo
errShare
errSave
Boundary State Generation for Testing and Improvement of Autonomous Driving Systems
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2024-08-01
err1
errOAAI
errBiagiola, Matteo; Tonella, Paolo
errShare
errSave
Two is better than one: digital siblings to improve autonomous driving testing
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2024-05-17
err3
errOAAI
errBiagiola, Matteo; Stocco, Andrea; Riccio, Vincenzo; Tonella, Paolo
errShare
errSave
Testing of Deep Reinforcement Learning Agents with Surrogate Models
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2024-03-14
err5
errOAAI
errBiagiola, Matteo; Tonella, Paolo
errShare
errSave
Testing the Plasticity of Reinforcement Learning-based Systems
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2022-07-12
err10
errOAAI
errBiagiola, Matteo; Tonella, Paolo
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
P
Paolo Tonella
H-index: 58 · Papers: 458
F
Filippo Ricca
H-index: 39 · Papers: 233
S
Stefano Russo
H-index: 32 · Papers: 380
A
Antonio Carzaniga
H-index: 31 · Papers: 119
R
Roberto Pietrantuono
H-index: 25 · Papers: 141
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