Gianmario Voria

According to our database, Gianmario Voria authored at least 21 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Tracing Stereotypes in Pre-trained Transformers: From Biased Neurons to Fairer Models.

Gianmario Voria, Moses Openja, Foutse Khomh, Gemma Catolino, Fabio Palomba

CoRR, January, 2026

Once Upon a Team: Investigating Bias in LLM-Driven Software Team Composition and Task Allocation.

Alessandra Parziale, Gianmario Voria, Valeria Pontillo, Amleto Di Salle, Patrizio Pelliccione, Gemma Catolino, Fabio Palomba

CoRR, January, 2026

Fair and square? Evaluating fairness of LLM-generated synthetic datasets.

Gianmario Voria, Benedetto Scala, Leopoldo Todisco, Carlo Venditto, Giammaria Giordano, Gemma Catolino, Fabio Palomba

Inf. Softw. Technol., 2026

Fairness set and forgotten: Mining fairness toolkit usage in open-source machine learning projects.

Alfonso Cannavale, Gianmario Voria, Antonio Scognamiglio, Giammaria Giordano, Gemma Catolino, Fabio Palomba

Inf. Softw. Technol., 2026

Bias Ahead: Sensitive Prompts as Early Warnings for Fairness in Large Language Models.

Gianmario Voria, Martina De Lucia, Alessandra Raia, Andrea De Lucia, Gemma Catolino, Fabio Palomba

Proceedings of the IEEE International Conference on Software Analysis, 2026

Toward Measuring Prompt Quality: A Preliminary Investigation on Prompt Smells.

Antonio Della Porta, Gianmario Voria, Andrea Abbate, Raffaele Sulipano, Stefano Lambiase, Gemma Catolino, Fabio Palomba

Proceedings of the IEEE International Conference on Software Analysis, 2026

SCOPE: A Dataset of Stereotyped Prompts for Counterfactual Fairness Assessment of LLMs.

Alessandra Parziale, Gianmario Voria, Valeria Pontillo, Andrea De Lucia, Gemma Catolino, Fabio Palomba

Proceedings of the IEEE International Conference on Software Analysis, 2026

2025

Toward Systematic Counterfactual Fairness Evaluation of Large Language Models: The CAFFE Framework.

Alessandra Parziale, Gianmario Voria, Valeria Pontillo, Gemma Catolino, Andrea De Lucia, Fabio Palomba

CoRR, December, 2025

RECOVER: Toward Requirements Generation From Stakeholders' Conversations.

Gianmario Voria, Francesco Casillo, Carmine Gravino, Gemma Catolino, Fabio Palomba

IEEE Trans. Software Eng., June, 2025

Examining the impact of bias mitigation algorithms on the sustainability of ML-enabled systems: A benchmark study.

Vincenzo De Martino, Gianmario Voria, Ciro Troiano, Gemma Catolino, Fabio Palomba

J. Syst. Softw., 2025

Fairness-aware practices from developers' perspective: A survey.

Gianmario Voria, Giulia Sellitto, Carmine Ferrara, Francesco Abate, Andrea De Lucia, Filomena Ferrucci, Gemma Catolino, Fabio Palomba

Inf. Softw. Technol., 2025

Fairness on a budget, across the board: A cost-effective evaluation of fairness-aware practices across contexts, tasks, and sensitive attributes.

Alessandra Parziale, Gianmario Voria, Giammaria Giordano, Gemma Catolino, Gregorio Robles, Fabio Palomba

Inf. Softw. Technol., 2025

Contextual Fairness-Aware Practices in ML: A Cost-Effective Empirical Evaluation.

Alessandra Parziale, Gianmario Voria, Giammaria Giordano, Gemma Catolino, Gregorio Robles, Fabio Palomba

Proceedings of the IEEE International Conference on Software Analysis, 2025

From Expectation to Habit: Why do Software Practitioners Adopt Fairness Toolkits?

Gianmario Voria, Stefano Lambiase, Maria Concetta Schiavone, Gemma Catolino, Fabio Palomba

Proceedings of the 47th IEEE/ACM International Conference on Software Engineering: Software Engineering in Society, 2025

Teaching Software Engineering for Artificial Intelligence: An Experience Report.

Fabio Palomba, Gianmario Voria, Alessandra Parziale, Viviana Pentangelo, Antonio Della Porta, Vincenzo De Martino, Gilberto Recupito, Giammaria Giordano

Proceedings of the Software Engineering and Advanced Applications, 2025

A Catalog of Fairness-Aware Practices in Machine Learning Engineering.

Gianmario Voria, Giulia Sellitto, Carmine Ferrara, Francesco Abate, Andrea De Lucia, Filomena Ferrucci, Gemma Catolino, Fabio Palomba

Proceedings of the 2025 29th International Conference on Evaluation and Assessment in Software Engineering Companion, 2025

2024

Data Preparation for Fairness-Performance Trade-Offs: A Practitioner-Friendly Alternative?

Gianmario Voria, Rebecca Di Matteo, Giammaria Giordano, Gemma Catolino, Fabio Palomba

CoRR, 2024

RECOVER: Toward the Automatic Requirements Generation from Stakeholders' Conversations.

Gianmario Voria, Francesco Casillo, Carmine Gravino, Gemma Catolino, Fabio Palomba

CoRR, 2024

Is Attention All You Need? Toward a Conceptual Model for Social Awareness in Large Language Models.

Gianmario Voria, Gemma Catolino, Fabio Palomba

Proceedings of the 2024 IEEE/ACM First International Conference on AI Foundation Models and Software Engineering, 2024

FRINGE: context-aware FaiRness engineerING in complex software systEms.

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

Proceedings of the 18th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2024

2022

Community Smell Detection and Refactoring in SLACK: The CADOCS Project.

Gianmario Voria, Viviana Pentangelo, Antonio Della Porta, Stefano Lambiase, Gemma Catolino, Fabio Palomba, Filomena Ferrucci

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2022