Nguyen, Phuong T.
- On the use of Large Language Models in Model-Driven Engineering
2024/10/22 by Juri Di Rocco, Davide Di Ruscio, Di Rocco, Juri +7 · 13 citations
Computer Science · Business, Management and Accounting · #Model-Driven Software Engineering Techniques #Business Process Modeling and Analysis #Semantic Web and Ontologies
- Detecting Malicious Source Code in PyPI Packages with LLMs: Does RAG Come in Handy?
2025/04/18 by Motunrayo Ibiyo, Ibiyo, Motunrayo, Thinakone Louangdy +7 · 2 voices · 1 citation
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #cs.SE
- Leveraging Privacy Profiles to Empower Users in the Digital Society
2022/04/01 by Davide Di Ruscio, Di Ruscio, Davide, Paola Inverardi +5 · 2 citations
Computer Science · Psychology · Social Sciences · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Innovative Human-Technology Interaction #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Sexuality, Behavior, and Technology
- Automated categorization of pre-trained models for software engineering: A case study with a Hugging Face dataset
2024/05/21 by Claudio Di Sipio, Di Sipio, Claudio, Riccardo Rubei +7 · 2 citations
Computer Science · #Digital and Cyber Forensics #FOS: Computer and information sciences #Software Engineering (cs.SE)
- Dealing with Popularity Bias in Recommender Systems for Third-party Libraries: How far Are We?
2023/04/20 by Phuong T. Nguyen, Riccardo Rubei, Nguyen, Phuong T. +9 · 1 citation
Computer Science · #Software Engineering Research #Software Engineering Techniques and Practices #Open Source Software Innovations
- Automatic Categorization of GitHub Actions with Transformers and Few-shot Learning
2024/07/24 by Nguyen, Phuong T., Di Rocco, Juri, Di Sipio, Claudio +3 · 2 citations
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- Is this Snippet Written by ChatGPT? An Empirical Study with a CodeBERT-Based Classifier
2023/07/18 by Phuong T. Nguyen, Nguyen, Phuong T., Juri Di Rocco +9 · 1 citation
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Machine Learning and Data Classification #Software Engineering (cs.SE) #Software Engineering Research
- MemoRec: A Recommender System for Assisting Modelers in Specifying Metamodels
2022/03/11 by Juri Di Rocco, Davide Di Ruscio, Di Rocco, Juri +7 · 1 citation
Computer Science · #Model-Driven Software Engineering Techniques #Software Engineering Research #Advanced Software Engineering Methodologies
- SGD method for entropy error function with smoothing l0 regularization for neural networks
2024/05/28 by Trong-Tuan Nguyen, Van-Dat Thang, Nguyen, Trong-Tuan +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- EnseSmells: Deep ensemble and programming language models for automated code smells detection
2025/02/07 by Anh Ho, Anh M. T. Bui, Ho, Anh +7 · 1 citation
Computer Science · #Software Engineering Research #Software Reliability and Analysis Research #Advanced Malware Detection Techniques