Gianmario Voria

21 papers A 2Journal 14Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fair and square? Evaluating fairness of LLM-generated synthetic datasets.
Inf. Softw. Technol.
Gianmario Voria, Benedetto Scala, Leopoldo Todisco, Carlo Venditto, Giammaria Giordano, Gemma Catolino, Fabio Palomba
2026 J jnl
Fairness set and forgotten: Mining fairness toolkit usage in open-source machine learning projects.
Inf. Softw. Technol.
Alfonso Cannavale, Gianmario Voria, Antonio Scognamiglio, Giammaria Giordano, Gemma Catolino, Fabio Palomba
2026 J jnl
Once Upon a Team: Investigating Bias in LLM-Driven Software Team Composition and Task Allocation.
CoRR
Alessandra Parziale, Gianmario Voria, Valeria Pontillo, Amleto Di Salle, Patrizio Pelliccione, Gemma Catolino, Fabio Palomba
2026 J jnl
Tracing Stereotypes in Pre-trained Transformers: From Biased Neurons to Fairer Models.
CoRR
Gianmario Voria, Moses Openja, Foutse Khomh, Gemma Catolino, Fabio Palomba
2025 — conf
A Catalog of Fairness-Aware Practices in Machine Learning Engineering.
EASE Companion
Gianmario Voria, Giulia Sellitto, Carmine Ferrara, Francesco Abate, Andrea De Lucia, Filomena Ferrucci, Gemma Catolino, Fabio Palomba
2025 — conf
Contextual Fairness-Aware Practices in ML: A Cost-Effective Empirical Evaluation.
SANER-C
Alessandra Parziale, Gianmario Voria, Giammaria Giordano, Gemma Catolino, Gregorio Robles, Fabio Palomba
2025 J jnl
Contextual Fairness-Aware Practices in ML: A Cost-Effective Empirical Evaluation.
CoRR
Alessandra Parziale, Gianmario Voria, Giammaria Giordano, Gemma Catolino, Gregorio Robles, Fabio Palomba
2025 J jnl
Examining the impact of bias mitigation algorithms on the sustainability of ML-enabled systems: A benchmark study.
J. Syst. Softw.
Vincenzo De Martino, Gianmario Voria, Ciro Troiano, Gemma Catolino, Fabio Palomba
2025 J jnl
Fairness on a budget, across the board: A cost-effective evaluation of fairness-aware practices across contexts, tasks, and sensitive attributes.
Inf. Softw. Technol.
Alessandra Parziale, Gianmario Voria, Giammaria Giordano, Gemma Catolino, Gregorio Robles, Fabio Palomba
2025 J jnl
Fairness-aware practices from developers' perspective: A survey.
Inf. Softw. Technol.
Gianmario Voria, Giulia Sellitto, Carmine Ferrara, Francesco Abate, Andrea De Lucia, Filomena Ferrucci, Gemma Catolino, Fabio Palomba
2025 — conf
From Expectation to Habit: Why do Software Practitioners Adopt Fairness Toolkits?
ICSE-SEIS
Gianmario Voria, Stefano Lambiase, Maria Concetta Schiavone, Gemma Catolino, Fabio Palomba
2025 J jnl
RECOVER: Toward Requirements Generation From Stakeholders' Conversations.
IEEE Trans. Software Eng.
Gianmario Voria, Francesco Casillo, Carmine Gravino, Gemma Catolino, Fabio Palomba
2025 — conf
Teaching Software Engineering for Artificial Intelligence: An Experience Report.
SEAA (3)
Fabio Palomba, Gianmario Voria, Alessandra Parziale, Viviana Pentangelo, Antonio Della Porta, Vincenzo De Martino, Gilberto Recupito, Giammaria Giordano
2025 J jnl
Toward Systematic Counterfactual Fairness Evaluation of Large Language Models: The CAFFE Framework.
CoRR
Alessandra Parziale, Gianmario Voria, Valeria Pontillo, Gemma Catolino, Andrea De Lucia, Fabio Palomba
2024 J jnl
A Catalog of Fairness-Aware Practices in Machine Learning Engineering.
CoRR
Gianmario Voria, Giulia Sellitto, Carmine Ferrara, Francesco Abate, Andrea De Lucia, Filomena Ferrucci, Gemma Catolino, Fabio Palomba
2024 J jnl
Data Preparation for Fairness-Performance Trade-Offs: A Practitioner-Friendly Alternative?
CoRR
Gianmario Voria, Rebecca Di Matteo, Giammaria Giordano, Gemma Catolino, Fabio Palomba
2024 A conf
FRINGE: context-aware FaiRness engineerING in complex software systEms.
ESEM
Fabio Palomba, Andrea Di Sorbo, Davide Di Ruscio, Filomena Ferrucci, Gemma Catolino, Giammaria Giordano, Dario Di Dario, Gianmario Voria, Viviana Pentangelo, Maria Tortorella, Arnaldo Sgueglia, Claudio Di Sipio, Giordano d'Aloisio, Antinisca Di Marco
2024 J jnl
From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?
CoRR
Gianmario Voria, Stefano Lambiase, Maria Concetta Schiavone, Gemma Catolino, Fabio Palomba
2024 — conf
Is Attention All You Need? Toward a Conceptual Model for Social Awareness in Large Language Models.
FORGE
Gianmario Voria, Gemma Catolino, Fabio Palomba
2024 J jnl
RECOVER: Toward the Automatic Requirements Generation from Stakeholders' Conversations.
CoRR
Gianmario Voria, Francesco Casillo, Carmine Gravino, Gemma Catolino, Fabio Palomba
2022 A conf
Community Smell Detection and Refactoring in SLACK: The CADOCS Project.
ICSME
Gianmario Voria, Viviana Pentangelo, Antonio Della Porta, Stefano Lambiase, Gemma Catolino, Fabio Palomba, Filomena Ferrucci