Phuong T. Nguyen
- On the use of large language models in model-driven engineering
2025/01/31 by Juri Di Rocco, Juri Di Rocco, Davide Di Ruscio +5 · 1 voice · 11 citations
Computer Science · #AI-based Problem Solving and Planning #Model-Driven Software Engineering Techniques #Software Testing and Debugging Techniques
- An artificial intelligence accelerated virtual screening platform for drug discovery
2024/09/05 by Guangfeng Zhou, Domnița-Valeria Rusnac, Hahnbeom Park +9 · 1 voice · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computational Drug Discovery Methods #Machine Learning in Materials Science #Protein Structure and Dynamics
- Detecting Malicious Source Code in PyPI Packages with LLMs: Does RAG Come in Handy?
2025/04/18 by Motunrayo Ibiyo, Thinakone Louangdy, Ibiyo, Motunrayo +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, Paola Inverardi, Di Ruscio, Davide +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, Riccardo Rubei, Di Sipio, Claudio +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, Nguyen, Phuong T., Riccardo Rubei +9 · 1 citation
Computer Science · #Software Engineering Research #Software Engineering Techniques and Practices #Open Source Software Innovations
- Is this Snippet Written by ChatGPT? An Empirical Study with a CodeBERT-Based Classifier
2023/07/18 by Phuong T. Nguyen, Juri Di Rocco, Nguyen, Phuong T. +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, Nguyen, Trong-Tuan, Van-Dat Thang +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, Ho, Anh, Anh M. T. Bui +7 · 1 citation
Computer Science · #Software Engineering Research #Software Reliability and Analysis Research #Advanced Malware Detection Techniques