7 papers
Computing extended persistent homology of radial distance filtrations of Euclidean shapes
Yuchen Jency Jiang, Vanessa Robins, Katharine Turner
We study the extended persistent homology of the radial filtration of a shape . A radial filtration is formed by choosing a center point and taking poi…
Generate with CodeXHug: A Dataset to Enhance Model Cards with Code Usage Patterns
Stefano Palombo, Claudio Di Sipio, Juri Di Rocco +1
Pre-trained models (PTMs) are becoming increasingly popular in the software engineering community. Their usage is facilitated by model repositories, e.g., HuggingFace, which collec…
Many Hands Make Light Work: An LLM-based Multi-Agent System for Detecting Malicious PyPI Packages
Muhammad Umar Zeshan, Motunrayo Ibiyo, Claudio Di Sipio +2
Malicious code in open-source repositories such as PyPI poses a growing threat to software supply chains. Traditional rule-based tools often overlook the semantic patterns in sourc…
Investigating the Role of LLMs Hyperparameter Tuning and Prompt Engineering to Support Domain Modeling
Vladyslav Bulhakov, Giordano d'Aloisio, Claudio Di Sipio +2
The introduction of large language models (LLMs) has enhanced automation in software engineering tasks, including in Model Driven Engineering (MDE). However, using general-purpose…
How fair are we? From conceptualization to automated assessment of fairness definitions
Giordano d'Aloisio, Claudio Di Sipio, Antinisca Di Marco +1
Fairness is a critical concept in ethics and social domains, but it is also a challenging property to engineer in software systems. With the increasing use of machine learning in s…
Addressing Popularity Bias in Third-Party Library Recommendations Using LLMs
Claudio Di Sipio, Juri Di Rocco, Davide Di Ruscio +1
Recommender systems for software engineering (RSSE) play a crucial role in automating development tasks by providing relevant suggestions according to the developer's context. Howe…