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Antonio Mastropaolo

Google Incorporated

11H-index
97Paper Count
651Citation Count
Published Papers 20
Publication Date
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Revisiting code readability improvement with LLMs: A critical assessment of fine-tuned models
errEmpirical Software Engineering
IF3.6
err2026-07-23
err0
errOAAI
errAntonio Vitale; Emanuela Guglielmi; Valentina Piantadosi; Antonio Mastropaolo; Gabriele Bavota; Rocco Oliveto; Simone Scalabrino
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The Price of Intelligence: Can AI Afford to Be Sustainable?
errComputer
IF2.3
err2026-05-01
err0
PREAI
errMastropaolo, Antonio
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errSave
Orchestrated Entropy: Foundation Model Nondeterminism for SOC
errComputer
IF2.3
err2026-05-01
err0
PREAI
errShahnami, Sophia; Mastropaolo, Antonio; Voas, Jeffrey
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Developers and generative AI: A study of self-admitted usage in open source projects
errEmpirical Software Engineering
IF3.6
err2026-04-02
err0
PREAI
errRosalia Tufano; Federica Pepe; Fiorella Zampetti; Antonio Mastropaolo; Ozren Dabić; Massimiliano Di Penta; Gabriele Bavota
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Datasets, bias, licenses, and terms of use: A large and longitudinal study on the documentation of hugging face machine learning models
errEmpirical Software Engineering
IF3.6
err2026-03-17
err0
PREAI
errFederica Pepe; Vittoria Nardone; Antonio Mastropaolo; Gerardo Canfora; Gabriele Bavota; Massimiliano Di Penta
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errSave
LLM-Powered Security Test Generation: Oracles, Vulnerability Probes, and Adversarial Inputs
errComputer
IF2.3
err2026-02-01
err0
PREAI
errMastropaolo, Antonio; Kuhn, Rick; Voas, Jeffrey
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errSave
Mind the Overlap: Trustworthy Evaluation for Large Code Models
errComputer
IF2.3
err2026-02-01
err0
PREAI
errMastropaolo, Antonio
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errSave
Human or Machine? Rebuilding Trust in the Age of AI-Based Text Generation
errComputer
IF2.3
err2026-01-01
err0
PREAI
errMastropaolo, Antonio
errShare
errSave
From Heuristics to Intelligence: Large Language Model-Driven Test Case Generation
errCOMPUTER
IF2.3
err2025-12-01
err0
PREAI
errMastropaolo, Antonio; Kuhn, Rick; Voas, Jeffrey; Baudry, Benoit
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errSave
Prompt Alchemy: Engineering the Magic of Code
errCOMPUTER
IF2.3
err2025-12-01
err0
PREAI
errMastropaolo, Antonio
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errSave
Editorial of the Special Issue in the Journal of Systems and Software on Reliable and Secure Large Language Models for Software Engineering
errJournal of Systems and Software
IF4.1
err2025-11-04
err0
PREAI
errAntonio Mastropaolo; Pietro Liguori; Gabriele Bavota
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errSave
Breaking Bottlenecks in Large Language Model Inference With Adaptive Cache Management
errCOMPUTER
IF2.3
err2025-11-01
err0
PREAI
errMastropaolo, Antonio
errShare
errSave
Code, Chaos, and Clarity: Neurosymbolic Approaches to Trustworthy Software Automation
errCOMPUTER
IF2.3
err2025-10-01
err0
PREAI
errMastropaolo, Antonio
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errSave
On the Effectiveness of LLM-as-a-Judge for Code Generation and Summarization
errIEEE Transactions on Software Engineering
IF5.6
err2025-08-01
err0
PREAI
errGiuseppe Crupi; Rosalia Tufano; Alejandro Velasco; Antonio Mastropaolo; Denys Poshyvanyk; Gabriele Bavota
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errSave
Log statements generation via deep learning: Widening the support provided to developers
errJOURNAL OF SYSTEMS AND SOFTWARE
IF4.1
err2024-04-01
err2
errOAAI
errMastropaolo, Antonio; Ferrari, Valentina; Pascarella, Luca; Bavota, Gabriele
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errSave
Code Review Automation: Strengths and Weaknesses of the State of the Art
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2024-02-01
err8
errOAAI
errTufano, Rosalia; Dabic, Ozren; Mastropaolo, Antonio; Ciniselli, Matteo; Bavota, Gabriele
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errSave
Using Transfer Learning for Code-Related Tasks
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2023-04-01
err21
errOAAI
errMastropaolo, Antonio; Cooper, Nathan; Palacio, David Nader; Scalabrino, Simone; Poshyvanyk, Denys; Oliveto, Rocco; Bavota, Gabriele
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errSave
Automated variable renaming: are we there yet?
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2023-02-14
err4
errOAAI
errMastropaolo, Antonio; Aghajani, Emad; Pascarella, Luca; Bavota, Gabriele
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errSave
An Adaptive Search Budget Allocation Approach for Search-Based Test Case Generation
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2021-04-23
err4
PREAI
errScalabrino, Simone; Mastropaolo, Antonio; Bavota, Gabriele; Oliveto, Rocco
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errSave
An Empirical Study on the Usage of Transformer Models for Code Completion
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2021-01-01
err39
errOAAI
errCiniselli, Matteo; Cooper, Nathan; Pascarella, Luca; Mastropaolo, Antonio; Aghajani, Emad; Poshyvanyk, Denys; Di Penta, Massimiliano; Bavota, Gabriele
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
M
Massimiliano Di Penta
H-index: 77 · Papers: 515
D
Denys Poshyvanyk
H-index: 74 · Papers: 309
R
Rocco Oliveto
H-index: 71 · Papers: 347
G
Gabriele Bavota
H-index: 63 · Papers: 333
G
Gerardo Canfora
H-index: 62 · Papers: 347
View more