Journal Articles

  • Pinna, G., Perezhohin, Y., Manzoni, L., Castelli, M., De Lorenzo, A. (2025). “Redefining Text-to-SQL Metrics by Incorporating Semantic and Structural Similarity.” Scientific Reports 15.1. (Nature) DOI

  • Pinna, G., Ravalico, D., Rovito, L., Manzoni, L., De Lorenzo, A. (2025). “Exploring the Effect of Genetic Improvement for Large Language Models-Generated Code.” SN Computer Science 6.7. Paper

  • Zullich, M., Macovaz, V., Pinna, G., Pellegrino, F.A. (2023). “An Artificial Intelligence System for Automatic Recognition of Punches in Fourteenth-Century Panel Painting.” IEEE Access. DOI

Conference Papers

  • Pinna, G., Gong, J., Williams, D., Sarro, F. (2026). “Comparing AI Coding Agents: A Task-Stratified Analysis of Pull Request Acceptance.” arXiv:2602.08915. arXiv

  • Gong, J., Pinna, G. (2026). “Analyzing Message-Code Inconsistency in AI Coding Agent-Authored Pull Requests.” arXiv:2601.04886. 🏆 Distinguished Mining Challenge Paper Award, MSR 2026 arXiv

  • Pinna, G., Ravalico, D., Rovito, L., Manzoni, L., De Lorenzo, A. (2024). “Enhancing Large Language Models-Based Code Generation by Leveraging Genetic Improvement.” EuroGP 2024. Lecture Notes in Computer Science, vol. 14631. Springer, Cham. DOI

  • Pinna, G., Tugnoli, D., Manzoni, L., De Lorenzo, A. (2024). “From Courts to Comprehension: Can LLMs Make Judgments More Accessible?” IEEE/WIC WI-IAT 2024. Paper

  • Gong, J., Bian, Y., de la Cal, L., Pinna, G., et al. (2025). “GA4GC: Greener Agent for Greener Code via Multi-Objective Configuration Optimization.” SSBSE 2025. Paper

  • de la Cal, L., Cao, Y., Ercevik, A.I., Pinna, G., et al. (2025). “HotCat: Green and Effective Feature Selection toward Hotfix Bug Taxonomy.” SSBSE 2025. Paper

Workshop Papers

  • Pinna, G., Ravalico, D., Rovito, L., Manzoni, L., De Lorenzo, A. (2025). “Improving LLM-Generated Code via Genetic Improvement: A Summary of Recent Advances.” CEUR Workshop Proceedings. Ital-IA 2025.