Management, Orchestration and Supervision of AI-agent COmmunities for reliable AI in software engineering

Project Information

MOSAICO

Grant agreement ID: 101189664

DOI

10.3030/101189664

EC signature date 12 November 2024

Start date 1 January 2025

End date 31 December 2027

Funded under

• Digital, Industry and Space

Total cost

No data

EU contribution

€ 5 218 186,88

Coordinated by

INSTITUT MINES-TELECOM
France

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Conference proceedings (11)

Generate with CodeXHug: A Dataset to Enhance Model Cards with Code Usage Patterns

Author(s): Stefano Palombo, Claudio Di Sipio, Juri Di Rocco, Davide Di Ruscio
Published in: Lecture Notes in Computer Science, Software Engineering and Advanced Applications, 2025
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-032-04207-1_22

When Retriever Meets Generator: A Joint Model for Code Comment Generation

Author(s): Tien P. T. Le, Anh M. T. Bui, Huy N. D. Pham, Alessio Bucaioni, Phuong T. Nguyen
Published in: 19th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM 2025), 2025
Publisher: IEEE
DOI: 10.48550/ARXIV.2507.12558

Towards Diagram-Based Data Model Generation with LLMs

Author(s): Léna Bamouh, Thibault Béziers La Fosse, Massimo Tisi
Published in: Lecture Notes in Computer Science, Advances in Conceptual Modeling, 2025
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-032-08620-4_10

Towards Automated Governance: A DSL for Human-Agent Collaboration in Software Projects

Author(s): Adem Ait, Gwendal Jouneaux, Javier Luis Cánovas Izquierdo, Jordi Cabot
Published in: 2025 40th IEEE/ACM International Conference on Automated Software Engineering (ASE), 2026
Publisher: IEEE
DOI: 10.1109/ASE63991.2025.00337

Bake Two Cakes with One Oven: RL for Defusing Popularity Bias and Cold-start in Third-Party Library Recommendations

Author(s): Hoang Minh Vuong, Anh M. T. Bui, Phuong T. Nguyen, Davide Di Ruscio
Published in: Proceedings of the 29th International Conference on Evaluation and Assessment in Software Engineering, 2025
Publisher: ACM
DOI: 10.1145/3756681.3757043

Teamwork makes the dream work: LLMs-Based Agents for GitHub README.MD Summarization

Author(s): Duc S. H. Nguyen, Bach G. Truong, Phuong T. Nguyen, Juri Di Rocco, Davide Di Ruscio
Published in: Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering, 2025
Publisher: ACM
DOI: 10.1145/3696630.3728511

Detecting Malicious Source Code in PyPI Packages with LLMs: Does RAG Come in Handy

Author(s): Motunrayo Osatohanmen Ibiyo, Thinakone Louangdy, Phuong T. Nguyen, Claudio Di Sipio, Davide Di Ruscio
Published in: Proceedings of the 29th International Conference on Evaluation and Assessment in Software Engineering, 2025
Publisher: ACM
DOI: 10.1145/3756681.3757042

Simplicity by Obfuscation: Evaluating LLM-Driven Code Transformation with Semantic Elasticity

Author(s): Lorenzo De Tomasi, Claudio Di Sipio, Antinisca Di Marco, Phuong T. Nguyen
Published in: Proceedings of the 29th International Conference on Evaluation and Assessment in Software Engineering, 2025
Publisher: ACM
DOI: 10.1145/3756681.3757041

Towards sustainability model cards

Author(s): Gwendal Jouneaux, Jordi Cabot
Published in: SEAA 2025, 2025
Publisher: arXiv
DOI: 10.48550/ARXIV.2507.19559

Larger Is Not Always Better: Leveraging Structured Code Diffs for Comment Inconsistency Detection

Author(s): Phong Nguyen and Anh M. T. Bui and Phuong T. Nguyen
Published in: SANER 2026, 2025
Publisher: arXiv.org
DOI: 10.48550/ARXIV.2512.19883

MOSAICO: Management, Orchestration and Supervision of AI-agent COmmunities for reliable AI in software engineering

Author(s): Tisi, Massimo; Cabot, Jordi; Di Ruscio, Davide; Garcia-Dominguez, Antonio
Published in: Proceedings of the Research Projects Exhibition Papers Presented at the 37th International Conference on Advanced Information Systems Engineering (CAiSE 2025), 2025, ISSN 1613-0073
Publisher: CEUR-WS

Peer reviewed articles (5)

Binary and multi-class classification of Self-Admitted Technical Debt: How far can we go?

Author(s): Francesca Arcelli Fontana, Juri Di Rocco, Davide Di Ruscio, Amleto Di Salle, Phuong T. Nguyen
Published in: Information and Software Technology, Issue 187, 2025, ISSN 0950-5849
Publisher: Elsevier BV
DOI: 10.1016/J.INFSOF.2025.107862

Information and Software Technology

Author(s): Arcelli Fontana, Francesca; Di Rocco, Juri; Di Ruscio, Davide; Di Salle, Amleto; Nguyen, Phuong
Published in: Information and Software Technology, Issue Vol. 187, No. C, 2025, ISSN 0950-5849
Publisher: Elsevier BV
DOI: 10.2139/SSRN.5209087

Detection of Technical Debt in Java Source Code

Author(s): Nam Le Hai, Anh M. T. Bui, Phuong T. Nguyen, Davide Di Ruscio, Rick Kazman
Published in: ACM Transactions on Software Engineering and Methodology, 2026, ISSN 1049-331X
Publisher: Association for Computing Machinery (ACM)
DOI: 10.1145/3801745

Many hands make light work: An LLM-based multi-agent system for detecting malicious PyPI packages

Author(s): Muhammad Umar Zeshan, Motunrayo Ibiyo, Claudio Di Sipio, Phuong T. Nguyen, Davide Di Ruscio
Published in: Journal of Systems and Software, Issue 236, 2026, ISSN 0164-1212
Publisher: Elsevier BV
DOI: 10.1016/J.JSS.2026.112792

Automated summarization of software documents: an LLM-based multi-agent approach

Author(s): Duc S. H. Nguyen, Minh T. Nguyen, Phuong T. Nguyen, Juri Di Rocco, Davide Di Ruscio
Published in: Automated Software Engineering, Issue 33, 2026, ISSN 0928-8910
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/S10515-025-00588-4