Phuong T. Nguyen

78 papers A* 1A 15B 1C 1Journal 49Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automated summarization of software documents: an LLM-based multi-agent approach.
Autom. Softw. Eng.
Duc S. H. Nguyen, Minh T. Nguyen, Phuong T. Nguyen, Juri Di Rocco, Davide Di Ruscio
2026 J jnl
Lightweight-oriented classification using distillation learning and spatial information from tabular data.
Appl. Soft Comput.
Minh-Trieu Tran, Patrizio Pelliccione, Phuong T. Nguyen
2026 J jnl
Many Hands Make Light Work: An LLM-based Multi-Agent System for Detecting Malicious PyPI Packages.
CoRR
Muhammad Umar Zeshan, Motunrayo Ibiyo, Claudio Di Sipio, Phuong T. Nguyen, Davide Di Ruscio
2026 J jnl
Many hands make light work: An LLM-based multi-agent system for detecting malicious PyPI packages.
J. Syst. Softw.
Muhammad Umar Zeshan, Motunrayo Ibiyo, Claudio Di Sipio, Phuong T. Nguyen, Davide Di Ruscio
2025 A conf
Bake Two Cakes with One Oven: RL for Defusing Popularity Bias and Cold-start in Third-Party Library Recommendations.
EASE
Vuong Hoang Minh, Anh M. T. Bui, Phuong T. Nguyen, Davide Di Ruscio
2025 J jnl
Bake Two Cakes with One Oven: RL for Defusing Popularity Bias and Cold-start in Third-Party Library Recommendations.
CoRR
Vuong Hoang Minh, Anh M. T. Bui, Phuong T. Nguyen, Davide Di Ruscio
2025 J jnl
Binary and multi-class classification of Self-Admitted Technical Debt: How far can we go?
Inf. Softw. Technol.
Francesca Arcelli Fontana, Juri Di Rocco, Davide Di Ruscio, Amleto Di Salle, Phuong T. Nguyen
2025 J jnl
DeepMig: A transformer-based approach to support coupled library and code migrations.
Inf. Softw. Technol.
Juri Di Rocco, Phuong T. Nguyen, Claudio Di Sipio, Riccardo Rubei, Davide Di Ruscio, Massimiliano Di Penta
2025 A conf
Detecting Malicious Source Code in PyPI Packages with LLMs: Does RAG Come in Handy.
EASE
Motunrayo Osatohanmen Ibiyo, Thinakone Louangdy, Phuong T. Nguyen, Claudio Di Sipio, Davide Di Ruscio
2025 J jnl
Detecting Malicious Source Code in PyPI Packages with LLMs: Does RAG Come in Handy?
CoRR
Motunrayo Ibiyo, Thinakone Louangdy, Phuong T. Nguyen, Claudio Di Sipio, Davide Di Ruscio
2025 J jnl
EnseSmells : Deep ensemble and programming language models for automated code smells detection.
J. Syst. Softw.
Anh Ho, Anh M. T. Bui, Phuong T. Nguyen, Amleto Di Salle, Bach Le
2025 J jnl
EnseSmells: Deep ensemble and programming language models for automated code smells detection.
CoRR
Anh Ho, Anh M. T. Bui, Phuong T. Nguyen, Amleto Di Salle, Bach Le
2025 J jnl
Larger Is Not Always Better: Leveraging Structured Code Diffs for Comment Inconsistency Detection.
CoRR
Phong Nguyen, Anh M. T. Bui, Phuong T. Nguyen
2025 J jnl
On the use of large language models in model-driven engineering.
Softw. Syst. Model.
Juri Di Rocco, Davide Di Ruscio, Claudio Di Sipio, Phuong T. Nguyen, Riccardo Rubei
2025 A conf
ROSE: Transformer-Based Refactoring Recommendation for Architectural Smells.
ESEM
Samal Nursapa, Anastassiya Samuilova, Alessio Bucaioni, Phuong T. Nguyen
2025 J jnl
ROSE: Transformer-Based Refactoring Recommendation for Architectural Smells.
CoRR
Samal Nursapa, Anastassiya Samuilova, Alessio Bucaioni, Phuong T. Nguyen
2025 A conf
Simplicity by Obfuscation: Evaluating LLM-Driven Code Transformation with Semantic Elasticity.
EASE
Lorenzo De Tomasi, Claudio Di Sipio, Antinisca Di Marco, Phuong T. Nguyen
2025 J jnl
Simplicity by Obfuscation: Evaluating LLM-Driven Code Transformation with Semantic Elasticity.
CoRR
Lorenzo De Tomasi, Claudio Di Sipio, Antinisca Di Marco, Phuong T. Nguyen
2025 — conf
Teamwork makes the dream work: LLMs-Based Agents for GitHub README.MD Summarization.
SIGSOFT FSE Companion
Duc S. H. Nguyen, Bach G. Truong, Phuong T. Nguyen, Juri Di Rocco, Davide Di Ruscio
2025 J jnl
Teamwork makes the dream work: LLMs-Based Agents for GitHub README.MD Summarization.
CoRR
Duc S. H. Nguyen, Bach G. Truong, Phuong T. Nguyen, Juri Di Rocco, Davide Di Ruscio
2025 A conf
When Retriever Meets Generator: A Joint Model for Code Comment Generation.
ESEM
Tien P. T. Le, Anh M. T. Bui, Huy N. D. Pham, Alessio Bucaioni, Phuong T. Nguyen
2025 J jnl
When Retriever Meets Generator: A Joint Model for Code Comment Generation.
CoRR
Tien P. T. Le, Anh M. T. Bui, Huy N. D. Pham, Alessio Bucaioni, Phuong T. Nguyen
2024 J jnl
Automated categorization of pre-trained models for software engineering: A case study with a Hugging Face dataset.
CoRR
Claudio Di Sipio, Riccardo Rubei, Juri Di Rocco, Davide Di Ruscio, Phuong T. Nguyen
2024 A conf
Automated categorization of pre-trained models in software engineering: A case study with a Hugging Face dataset.
EASE
Claudio Di Sipio, Riccardo Rubei, Juri Di Rocco, Davide Di Ruscio, Phuong T. Nguyen
2024 A conf
Automatic Categorization of GitHub Actions with Transformers and Few-shot Learning.
ESEM
Phuong T. Nguyen, Juri Di Rocco, Claudio Di Sipio, Mudita Shakya, Davide Di Ruscio, Massimiliano Di Penta
2024 J jnl
Automatic Categorization of GitHub Actions with Transformers and Few-shot Learning.
CoRR
Phuong T. Nguyen, Juri Di Rocco, Claudio Di Sipio, Mudita Shakya, Davide Di Ruscio, Massimiliano Di Penta
2024 J jnl
Automatic detection of weeds: synergy between EfficientNet and transfer learning to enhance the prediction accuracy.
Soft Comput.
Linh T. Duong, Toan Bao Tran, Nhi H. Le, Vuong M. Ngo, Phuong T. Nguyen
2024 J jnl
Exploring User Privacy Awareness on GitHub: An Empirical Study.
CoRR
Costanza Alfieri, Juri Di Rocco, Paola Inverardi, Phuong T. Nguyen
2024 J jnl
Exploring user privacy awareness on GitHub: an empirical study.
Empir. Softw. Eng.
Costanza Alfieri, Juri Di Rocco, Paola Inverardi, Phuong T. Nguyen
2024 J jnl
GPTSniffer: A CodeBERT-based classifier to detect source code written by ChatGPT.
J. Syst. Softw.
Phuong T. Nguyen, Juri Di Rocco, Claudio Di Sipio, Riccardo Rubei, Davide Di Ruscio, Massimiliano Di Penta
2024 A conf
Good things come in three: Generating SO Post Titles with Pre-Trained Models, Self Improvement and Post Ranking.
ESEM
Duc Anh Le, Bui Thi Mai Anh, Phuong T. Nguyen, Davide Di Ruscio
2024 J jnl
Good things come in three: Generating SO Post Titles with Pre-Trained Models, Self Improvement and Post Ranking.
CoRR
Duc Anh Le, Anh M. T. Bui, Phuong T. Nguyen, Davide Di Ruscio
2024 J jnl
Improving the detection of technical debt in Java source code with an enriched dataset.
CoRR
Nam Le Hai, Anh M. T. Bui, Phuong T. Nguyen, Davide Di Ruscio, Rick Kazman
2024 A conf
LEGION: Harnessing Pre-trained Language Models for GitHub Topic Recommendations with Distribution-Balance Loss.
EASE
Yen-Trang Dang, Thanh Le-Cong, Phuc-Thanh Nguyen, Anh M. T. Bui, Phuong T. Nguyen, Bach Le, Quyet-Thang Huynh
2024 J jnl
LEGION: Harnessing Pre-trained Language Models for GitHub Topic Recommendations with Distribution-Balance Loss.
CoRR
Yen-Trang Dang, Thanh Le-Cong, Phuc-Thanh Nguyen, Anh M. T. Bui, Phuong T. Nguyen, Bach Le, Quyet-Thang Huynh
2024 J jnl
LEV4REC: A feature-based approach to engineering RSSEs.
J. Comput. Lang.
Claudio Di Sipio, Juri Di Rocco, Davide Di Ruscio, Phuong T. Nguyen
2024 J jnl
Leveraging privacy profiles to empower users in the digital society.
Autom. Softw. Eng.
Davide Di Ruscio, Paola Inverardi, Patrizio Migliarini, Phuong T. Nguyen
2024 J jnl
On the use of Large Language Models in Model-Driven Engineering.
CoRR
Juri Di Rocco, Davide Di Ruscio, Claudio Di Sipio, Phuong T. Nguyen, Riccardo Rubei
2024 J jnl
SGD method for entropy error function with smoothing l
Appl. Intell.
Trong-Tuan Nguyen, Van-Dat Thang, Van Thin Nguyen, Phuong T. Nguyen
2024 J jnl
SGD method for entropy error function with smoothing l0 regularization for neural networks.
CoRR
Trong-Tuan Nguyen, Van-Dat Thang, Nguyen Van Thin, Phuong T. Nguyen
2024 A conf
When simplicity meets effectiveness: Detecting code comments coherence with word embeddings and LSTM.
EASE
Michael Dubem Igbomezie, Phuong T. Nguyen, Davide Di Ruscio
2024 J jnl
When simplicity meets effectiveness: Detecting code comments coherence with word embeddings and LSTM.
CoRR
Michael Dubem Igbomezie, Phuong T. Nguyen, Davide Di Ruscio
2023 J jnl
Automatic detection of Covid-19 from chest X-ray and lung computed tomography images using deep neural networks and transfer learning.
Appl. Soft Comput.
Linh T. Duong, Phuong T. Nguyen, Ludovico Iovino, Michele Flammini
2023 A conf
Dealing with Popularity Bias in Recommender Systems for Third-party Libraries: How far Are We?
MSR
Phuong T. Nguyen, Riccardo Rubei, Juri Di Rocco, Claudio Di Sipio, Davide Di Ruscio, Massimiliano Di Penta
2023 J jnl
Dealing with Popularity Bias in Recommender Systems for Third-party Libraries: How far Are We?
CoRR
Phuong T. Nguyen, Riccardo Rubei, Juri Di Rocco, Claudio Di Sipio, Davide Di Ruscio, Massimiliano Di Penta
2023 J jnl
Edge detection and graph neural networks to classify mammograms: A case study with a dataset from Vietnamese patients.
Appl. Soft Comput.
Linh T. Duong, Cong Q. Chu, Phuong T. Nguyen, Son T. Nguyen, Binh Q. Tran
2023 J jnl
Fitting missing API puzzles with machine translation techniques.
Expert Syst. Appl.
Phuong T. Nguyen, Claudio Di Sipio, Juri Di Rocco, Davide Di Ruscio, Massimiliano Di Penta
2023 A conf
Fusion of deep convolutional and LSTM recurrent neural networks for automated detection of code smells.
EASE
Anh Ho, Anh M. T. Bui, Phuong T. Nguyen, Amleto Di Salle
2023 J jnl
Fusion of edge detection and graph neural networks to classifying electrocardiogram signals.
Expert Syst. Appl.
Linh T. Duong, Thi Thu Ha Doan, Cong Q. Chu, Phuong T. Nguyen
2023 J jnl
HybridRec: A recommender system for tagging GitHub repositories.
Appl. Intell.
Juri Di Rocco, Davide Di Ruscio, Claudio Di Sipio, Phuong T. Nguyen, Riccardo Rubei
2023 J jnl
Is this Snippet Written by ChatGPT? An Empirical Study with a CodeBERT-Based Classifier.
CoRR
Phuong T. Nguyen, Juri Di Rocco, Claudio Di Sipio, Riccardo Rubei, Davide Di Ruscio, Massimiliano Di Penta
2023 J jnl
MORGAN: a modeling recommender system based on graph kernel.
Softw. Syst. Model.
Claudio Di Sipio, Juri Di Rocco, Davide Di Ruscio, Phuong T. Nguyen
2023 — ch.
Machine Learning for Managing Modeling Ecosystems: Techniques, Applications, and a Research Vision.
Software Ecosystems: Tooling and Analytics
Davide Di Ruscio, Phuong T. Nguyen, Alfonso Pierantonio
2023 J jnl
MemoRec: a recommender system for assisting modelers in specifying metamodels.
Softw. Syst. Model.
Juri Di Rocco, Davide Di Ruscio, Claudio Di Sipio, Phuong T. Nguyen, Alfonso Pierantonio
2023 B conf
On the Limits of Lossy Compression for Human Activity Recognition in Sensor Networks.
LCN
Jonas Schulz, Hristina Radak, Phuong T. Nguyen, Giang T. Nguyen, Frank H. P. Fitzek
2023 A conf
Too long; didn't read: Automatic summarization of GitHub README.MD with Transformers.
EASE
Thu Thu Ha Doan, Phuong T. Nguyen, Juri Di Rocco, Davide Di Ruscio
2022 J jnl
DeepLib: Machine translation techniques to recommend upgrades for third-party libraries.
Expert Syst. Appl.
Phuong T. Nguyen, Juri Di Rocco, Riccardo Rubei, Claudio Di Sipio, Davide Di Ruscio
2022 A conf
Endowing third-party libraries recommender systems with explicit user feedback mechanisms.
SANER
Riccardo Rubei, Claudio Di Sipio, Juri Di Rocco, Davide Di Ruscio, Phuong T. Nguyen
2022 A conf
Finding with NEMO: a recommender system to forecast the next modeling operations.
MoDELS
Juri Di Rocco, Claudio Di Sipio, Phuong T. Nguyen, Davide Di Ruscio, Alfonso Pierantonio
2022 J jnl
Leveraging Privacy Profiles to Empower Users in the Digital Society.
CoRR
Davide Di Ruscio, Paola Inverardi, Patrizio Migliarini, Phuong T. Nguyen
2022 J jnl
MemoRec: A Recommender System for Assisting Modelers in Specifying Metamodels.
CoRR
Juri Di Rocco, Davide Di Ruscio, Claudio Di Sipio, Phuong T. Nguyen, Alfonso Pierantonio
2022 — conf
PILOT: synergy between text processing and neural networks to detect self-admitted technical debt.
TechDebt@ICSE
Amleto Di Salle, Alessandra Rota, Phuong T. Nguyen, Davide Di Ruscio, Francesca Arcelli Fontana, Irene Sala
2022 J jnl
Providing Upgrade Plans for Third-party Libraries: A Recommender System using Migration Graphs.
CoRR
Riccardo Rubei, Davide Di Ruscio, Claudio Di Sipio, Juri Di Rocco, Phuong T. Nguyen
2022 J jnl
Providing upgrade plans for third-party libraries: a recommender system using migration graphs.
Appl. Intell.
Riccardo Rubei, Davide Di Ruscio, Claudio Di Sipio, Juri Di Rocco, Phuong T. Nguyen
2022 J jnl
Recommending API Function Calls and Code Snippets to Support Software Development.
IEEE Trans. Software Eng.
Phuong T. Nguyen, Juri Di Rocco, Claudio Di Sipio, Davide Di Ruscio, Massimiliano Di Penta
2021 — conf
A Lightweight Approach for the Automated Classification and Clustering of Metamodels.
MoDELS (Companion)
Riccardo Rubei, Juri Di Rocco, Davide Di Ruscio, Phuong T. Nguyen, Alfonso Pierantonio
2021 A* conf
Adversarial Attacks to API Recommender Systems: Time to Wake Up and Smell the Coffeeƒ.
ASE
Phuong T. Nguyen, Claudio Di Sipio, Juri Di Rocco, Massimiliano Di Penta, Davide Di Ruscio
2021 J jnl
An Efficient Classification Algorithm for Traditional Textile Patterns from Different Cultures Based on Structures.
ACM Journal on Computing and Cultural Heritage
Vuong M. Ngo, Thuy-Van T. Duong, Tat-Bao-Thien Nguyen, Phuong T. Nguyen, Owen Conlan
2021 J jnl
Detection of tuberculosis from chest X-ray images: Boosting the performance with vision transformer and transfer learning.
Expert Syst. Appl.
Linh T. Duong, Nhi H. Le, Toan Bao Tran, Vuong M. Ngo, Phuong T. Nguyen
2017 C conf
Modification to K-Medoids and CLARA for Effective Document Clustering.
ISMIS
Phuong T. Nguyen, Kai Eckert, Azzurra Ragone, Tommaso Di Noia
2015 — conf
An evaluation of SimRank and Personalized PageRank to build a recommender system for the Web of Data.
WWW (Companion Volume)
Phuong T. Nguyen, Paolo Tomeo, Tommaso Di Noia, Eugenio Di Sciascio
2015 — conf
Content-Based Recommendations via DBpedia and Freebase: A Case Study in the Music Domain.
ISWC (1)
Phuong T. Nguyen, Paolo Tomeo, Tommaso Di Noia, Eugenio Di Sciascio
2015 — conf
Finding Similar Artists from the Web of Data: A PageRank Based Semantic Similarity Metric.
FDSE
Phuong T. Nguyen, Hong Anh Le
2014 — conf
A Context-Aware Traffic Engineering Model for Software-Defined Networks.
ICTCC
Phuong T. Nguyen, Hong Anh Le, Thomas Zinner
2014 J jnl
Mobile Agent Communication in Highly Dynamic Networks: A Self-Adaptive Architecture inspired by the Honey Bee Colony.
EAI Endorsed Trans. Context aware Syst. Appl.
Phuong T. Nguyen, Volkmar Schau, Wilhelm R. Rossak
2013 — conf
A Context-Aware Model for the Management of Agent Platforms in Dynamic Networks.
ICCASA
Phuong T. Nguyen, Volkmar Schau, Wilhelm R. Rossak
2013 — conf
Building Consensus in Context-Aware Systems Using Ben-Or's Algorithm: Some Proposals for Improving the Convergence Speed.
ICCASA
Phuong T. Nguyen
2011 — conf
Performance Comparison of some Message Transport Protocol Implementations for Agent Community Communication.
IICS
Phuong T. Nguyen, Volkmar Schau, Wilhelm R. Rossak