Giovanni Pinna

According to our database, Giovanni Pinna authored at least 10 papers between 2023 and 2026.

Collaborative distances:

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

2026

Comparing AI Coding Agents: A Task-Stratified Analysis of Pull Request Acceptance.

Giovanni Pinna, Jingzhi Gong, David Williams, Federica Sarro

CoRR, February, 2026

Analyzing Message-Code Inconsistency in AI Coding Agent-Authored Pull Requests.

Jingzhi Gong, Giovanni Pinna, Yixin Bian, Jie M. Zhang

CoRR, January, 2026

2025

Exploring the Effect of Genetic Improvement for Large Language Models-Generated Code.

Giovanni Pinna, Damiano Ravalico, Luigi Rovito, Luca Manzoni, Andrea De Lorenzo

SN Comput. Sci., October, 2025

Artifact of SSBSE '25 Challenge: HotCat: Green and Effective Feature Selection toward Hotfix Bug Taxonomy.

Luis De La Cal, Yazhuo Cao, Ayse Irmak Ercevik, Giovanni Pinna, Lukas Twist, David Williams, Karine Even-Mendoza, William B. Langdon, Héctor Menéndez, Federica Sarro

Dataset, September, 2025

GA4GC: Greener Agent for Greener Code via Multi-objective Configuration Optimization.

Jingzhi Gong, Yixin Bian, Luis De La Cal, Giovanni Pinna, Anisha Uteem, David Williams, Mar Zamorano, Karine Even-Mendoza, William B. Langdon, Héctor D. Menéndez, Federica Sarro

Proceedings of the Search-Based Software Engineering, 2025

HotCat: Green and Effective Feature Selection toward Hotfix Bug Taxonomy.

Luis De La Cal, Yazhuo Cao, Ayse Irmak Ercevik, Giovanni Pinna, Lukas Twist, David Williams, Karine Even-Mendoza, William B. Langdon, Héctor D. Menéndez, Federica Sarro

Proceedings of the Search-Based Software Engineering, 2025

Improving LLM-generated code via genetic improvement: a summary of recent advances.

Giovanni Pinna, Damiano Ravalico, Luigi Rovito, Luca Manzoni, Andrea De Lorenzo

Proceedings of the Joint Proceedings of the Thematic Workshops at Ital-IA 2025 colocated with the 5th National Conference on Artificial Intelligence, 2025

2024

From Courts to Comprehension: Can LLMs Make Judgments More Accessible?

Giovanni Pinna, Davide Tugnoli, Mara Bartole, Luca Manzoni, Andrea De Lorenzo

Proceedings of the IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, 2024

Enhancing Large Language Models-Based Code Generation by Leveraging Genetic Improvement.

Giovanni Pinna, Damiano Ravalico, Luigi Rovito, Luca Manzoni, Andrea De Lorenzo

Proceedings of the Genetic Programming - 27th European Conference, 2024

2023

An Artificial Intelligence System for Automatic Recognition of Punches in Fourteenth-Century Panel Painting.

Marco Zullich, Vanja Macovaz, Giovanni Pinna, Felice Andrea Pellegrino

IEEE Access, 2023