RESOURCES
SCIENTIFIC PUBLICATIONS
Bake Two Cakes with One Oven: RL for Defusing Popularity Bias and Cold-start in Third-Party Library Recommendations (Best Paper Award)
By Hoang Minh Vuong, Anh M. T. Bui, Phuong T. Nguyen, and Davide Di Ruscio
Detecting Malicious Source Code in PyPI Packages with LLMs: Does RAG Come in Handy?
By Motunrayo Osatohanmen Ibiyo, Thinakone Louangdy, Phuong T. Nguyen, Claudio Di Sipio, and Davide Di Ruscio
MOSAICO: Orchestration and Supervision of AI-agent COmmunities for reliable AI in software engineering
By Massimo Tisi, Jordi Cabot, Davide Di Ruscio and Antonio Garcia-Dominguez
Simplicity by Obfuscation: Evaluating LLM-Driven Code Transformation with Semantic Elasticity
By Lorenzo de Tomasi, Claudio di Sipio, Antinisca di Marco and Phuong T.Nguyen
Teamwork makes the dream work: LLMs-Based Agents for GitHub README.MD Summarization
By Duc S. H. Nguyen, Bach G. Truong, Phuong T. Nguyen, Juri Di Rocco, and Davide Di Ruscio
Binary and multi-class classification of Self-Admitted Technical Debt: How far can we go?
By Francesca Arcelli Fontana,, Juri Di Rocco, Davide Di Ruscio, Amleto Di Salle and Phuong T. Nguyen
When Retriever Meets Generator: A Joint Model for Code Comment Generation
By Tien P. T. Le, Anh M. T. Bui , Huy N. D. Pham, Alessio Bucaioni and Phuong T. Nguyen
Towards Diagram-Based Data Model Generation with LLMs
By Léna Bamouh, Thibault Béziers La Fosse and Massimo Tisi
Towards sustainability model cards
By Jordi Cabot and Gwendal Jouneaux
Generate with CodeXHug: A Dataset to Enhance Model Cards with Code Usage Patterns
By Stefano Palombo, Claudio Di Sipio, Juri Di Rocco and Davide Di Ruscio
Towards Automated Governance: A DSL for Human-Agent Collaboration in Software Projects
By  Adem Ait, Gwendal Jouneaux, Javier Luis Cánovas Izquierdo and Jordi Cabot
Larger Is Not Always Better: Leveraging Structured Code Diffs for Comment Inconsistency Detection
By Phong Nguyen, Anh M. T. Bui, and Phuong T. Nguyen
Automated summarization of software documents: an LLM-based multi-agent approach
By Duc S. H. Nguyen, Minh T. Nguyen, Phuong T. Nguyen, Juri Di Rocco and Davide Di Ruscio
Many Hands Make Light Work: An LLM-based Multi-Agent System for Detecting Malicious PyPI ages
By Muhammad Umar Zeshan, Motunrayo Ibiyo, Claudio Di Sipio, Phuong T. Nguyen and Davide Di Ruscio
Detection of Technical Debt in Java Source Code
By Nam Le Hai, Anh M. T. Bui, Phuong T.Nguyen, Davide Di Ruscio, and Rick Kazman
Engineering LLM-based Multi-Agent Systems: A Taxonomy of Emerging Frameworks
By Davide Di Ruscio; Phuong T. Nguyen; Claudio Di Sipio; Riccardo Rubei and Juri Di Rocco
The Illusion of Agentic Complexity in README.md Generation: Evaluating Single-Agent vs. Multi-Agent RAG Systems
By Abu Saleh, Tesfay Welegebreal Tesfay, Phuong T. Nguyen, Juri Di Rocco, Muhammad Umar Zeshan, Davide Di Ruscio
OPEN-ACCESS DATASETS
MOSAICO SysMl V2 collaboration patterns dataset
CofeXHug: A curated dataset of HuggingFace pre-trained models exploited in the GitHub ecosystem
Article replication package and dataset for "Automated Summarization of Software Documents with MAS"
Article replication package and dataset for Many hands make light work: An LLM-based multi-agent system for detecting malicious PyPI packages
Article replication package and dataset for "Detection of Technical Debt in Java Source Code"
Article replication package and dataset for "When Retriever Meets Generator: A Joint Model for Code Comment Generation"
Article replication package and dataset for "Detecting Malicious Source Code in PyPI Packages with LLMs: Does RAG Come in Handy?"
Article dataset for "Bake Two Cakes with One Oven: RL for Defusing Popularity Bias and Cold-start in Third-Party Library Recommendations"
VIDEOS
The MOSAICO Chronicles with Julien Castet
MOSAICO AT OCX 2026
MOSAICO Management, Orchestration and Supervision of AI agent Communities
PRESS RELEASE
Introducing the MOSAICO Project
DEVELOPER RESOURCES
Coming soon