Vol-4075
urn:nbn:de:0074-4075-x

Copyright © 2025 for the individual papers by the papers' authors. Copyright © 2025 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

GeCoIn 2025
Generative Code Intelligence 2025

Proceedings of the Generative Code Intelligence Workshop (GeCoIn 2025)
co-located with 28th European Conference on Artificial Intelligence (ECAI 2025)

Bologna, Italy, October 26, 2025.

Edited by

Eleonora Iotti ¹
Greta Dolcetti ²
Vincenzo Arceri ¹
Sergio Maffeis ³

¹ University of Parma, Italy
² Ca' Foscari University of Venice, Italy
³ Imperial College London, United Kingdom

Table of Contents

Preface
Summary: There were 10 papers submitted for peer-review to this workshop. Out of these, 7 papers were accepted for this volume as regular papers.

Vulnerability Assessment of LLM-Generated Smart Contracts in Ethereum
Mirco Vella, Antonio Emanuele Cinà, Marina Ribaudo, Fabio Roli
Adversarial Evaluation of Machine Learning-Based Python Source Code Vulnerability Detectors
Talaya Farasat
An Embedding-Based Approach for Identifying LLM-Generated Code in Student Assignments
Paulina Gacek
SecFlow: An Agentic LLM-Based Framework for Modular Cyberattack Analysis and Explainability
Francesco Blefari, Cristian Cosentino, Angelo Furfaro, Fabrizio Marozzo, Francesco Aurelio Pironti
UnitTenX: Generating Tests for Legacy Packages with AI Agents Powered by Formal Verification
Yiannis Charalambous, Claudionor N. Coelho Jr, Luis Lamb, Lucas C. Cordeiro
DeepCodeSeek: Real-Time API Retrieval for Context-Aware Code Generation
Esakkivel Esakkiraja, Denis Akhiyarov, Aditya Shanmugham, Chitra Ganapathy
Conversational Code Generation: a Case Study of Designing a Dialogue System for Generating Driving Scenarios for Testing Autonomous Vehicles
Rimvydas Rubavicius, Antonio Valerio Miceli-Barone, Alex Lascarides, Subramanian Ramamoorthy

2025-10-20: submitted by Eleonora Iotti, metadata incl. bibliographic data published under Creative Commons CC0
2025-10-24: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|