All Stories

  1. Walking on thin ice? Defending RAG-based code recommender systems against Poisoning attacks

    Article • Journal of Systems and Software, August 2026, Elsevier

    Phuong T. Nguyen

  2. Noise-reduction-oriented super-resolution reconstruction for precision agriculture applications

    Article • Expert Systems with Applications, April 2026, Elsevier

    Phuong T. Nguyen, Patrizio Pelliccione

  3. Lightweight-oriented classification using distillation learning and spatial information from tabular data

    Article • Applied Soft Computing, April 2026, Elsevier

    Phuong T. Nguyen, Patrizio Pelliccione

  4. Detection of Technical Debt in Java Source Code

    Article • ACM Transactions on Software Engineering and Methodology, March 2026, ACM (Association for Computing Machinery)

    Phuong T. Nguyen, Rick Kazman

  5. Automated summarization of software documents: an LLM-based multi-agent approach

    Article • Automated Software Engineering, January 2026, Springer Science + Business Media

    Phuong T. Nguyen

  6. Many Hands Make Light Work: An LLM-based Multi-Agent System for Detecting Malicious PyPI Packages

    Article • Journal of Systems and Software, January 2026, Elsevier

    Phuong T. Nguyen

  7. Walking on Thin Ice?: Defending RAG-based Code Recommender Systems Against Poisoning Attacks

    Article • January 2026, Elsevier

    Phuong T. Nguyen

  8. Obfuscation by Simplification: How LLMs TransformCode Through Structural Expansion

    Article • January 2026, Elsevier

    Phuong T. Nguyen

  9. On the Gap Between Declarative Vulnerability Knowledge and Secure Code Generation in Large Language Models

    Article • January 2026, Elsevier

    Phuong T. Nguyen

  10. Obfuscation by Simplification: How LLMs Transform Code Through Structural Expansion

    Article • January 2026, Elsevier

    Phuong T. Nguyen

  11. Binary and multi-class classification of Self-Admitted Technical Debt: How far can we go?

    Article • Information and Software Technology, November 2025, Elsevier

    Phuong T. Nguyen

  12. Teamwork makes the dream work: LLMs-Based Agents for GitHub README.MD Summarization

    Article • June 2025, ACM (Association for Computing Machinery)

    Phuong T. Nguyen

  13. Detecting Malicious Source Code in PyPI Packages with LLMs: Does RAG Come in Handy

    Article • June 2025, ACM (Association for Computing Machinery)

    Phuong T. Nguyen

  14. Simplicity by Obfuscation: Evaluating LLM-Driven Code Transformation with Semantic Elasticity

    Article • June 2025, ACM (Association for Computing Machinery)

    Phuong T. Nguyen

  15. Bake Two Cakes with One Oven: RL for Defusing Popularity Bias and Cold-start in Third-Party Library Recommendations

    Article • June 2025, ACM (Association for Computing Machinery)

    Phuong T. Nguyen

  16. EnseSmells : Deep ensemble and programming language models for automated code smells detection

    Article • Journal of Systems and Software, June 2025, Elsevier

    Phuong T. Nguyen

  17. On the use of large language models in model-driven engineering

    Article • Software & Systems Modeling, January 2025, Springer Science + Business Media

    Phuong T. Nguyen

  18. DeepMig: A transformer-based approach to support coupled library and code migrations

    Article • Information and Software Technology, January 2025, Elsevier

    Phuong T. Nguyen

  19. Recognition of breast cancer from heterogeneous ultrasound images: A multi-level deep learning approach

    Article • Informatics in Medicine Unlocked, January 2025, Elsevier

    Phuong T. Nguyen

  20. Good things come in three: Generating SO Post Titles with Pre-Trained Models, Self Improvement and Post Ranking

    Article • October 2024, ACM (Association for Computing Machinery)

    Phuong T. Nguyen

  21. Automatic Categorization of GitHub actions using few-shot learning

    Article • October 2024, ACM (Association for Computing Machinery)

    Phuong T. Nguyen, Mudita Shakya

  22. Exploring user privacy awareness on GitHub: an empirical study

    Article • Empirical Software Engineering, September 2024, Springer Science + Business Media

    Phuong T. Nguyen

  23. GPTSniffer: A CodeBERT-based classifier to detect source code written by ChatGPT

    Article • Journal of Systems and Software, August 2024, Elsevier

    Phuong T. Nguyen

  24. Automated categorization of pre-trained models in software engineering: A case study with a Hugging Face dataset

    Article • June 2024, ACM (Association for Computing Machinery)

    Phuong T. Nguyen

  25. When simplicity meets effectiveness: Detecting code comments coherence with word embeddings and LSTM

    Article • June 2024, ACM (Association for Computing Machinery)

    Phuong T. Nguyen, Michael Dubem Igbomezie

  26. LEGION: Harnessing Pre-trained Language Models for GitHub Topic Recommendations with Distribution-Balance Loss

    Article • June 2024, ACM (Association for Computing Machinery)

    Thanh Le Cong, Phuong T. Nguyen

  27. SGD method for entropy error function with smoothing $$l_0$$ regularization for neural networks

    Article • Applied Intelligence, June 2024, Springer Science + Business Media

    Dr Thin Nguyen Van, Phuong T. Nguyen

  28. LEV4REC: A feature-based approach to engineering RSSEs

    Article • Journal of Computer Languages, March 2024, Elsevier

    Phuong T. Nguyen

  29. Programming with ChatGPT: How far can we go?

    Article • Machine Learning with Applications, March 2024, Elsevier

    Phuong T. Nguyen

  30. On the Limits of Lossy Compression for Human Activity Recognition in Sensor Networks

    Article • October 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Phuong T. Nguyen

  31. Automatic detection of weeds: synergy between EfficientNet and transfer learning to enhance the prediction accuracy

    Article • Soft Computing, September 2023, Springer Science + Business Media

    Phuong T. Nguyen

  32. Fusion of edge detection and graph neural networks to classifying electrocardiogram signals

    Article • Expert Systems with Applications, September 2023, Elsevier

    Phuong T. Nguyen

  33. Too long; didn’t read: Automatic summarization of GitHub README.MD with Transformers

    Article • June 2023, ACM (Association for Computing Machinery)

    Phuong T. Nguyen

  34. Fusion of deep convolutional and LSTM recurrent neural networks for automated detection of code smells

    Article • June 2023, ACM (Association for Computing Machinery)

    Anh Ho, Phuong T. Nguyen

  35. Dealing with Popularity Bias in Recommender Systems for Third-party Libraries: How far Are We?

    Article • May 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Phuong T. Nguyen

  36. MORGAN: a modeling recommender system based on graph kernel

    Article • Software & Systems Modeling, April 2023, Springer Science + Business Media

    Phuong T. Nguyen

  37. Fitting missing API puzzles with machine translation techniques

    Article • Expert Systems with Applications, April 2023, Elsevier

    Phuong T. Nguyen

  38. Edge detection and graph neural networks to classify mammograms: A case study with a dataset from Vietnamese patients

    Article • Applied Soft Computing, February 2023, Elsevier

    Phuong T. Nguyen

  39. Machine Learning for Managing Modeling Ecosystems: Techniques, Applications, and a Research Vision

    Article • January 2023, Springer Science + Business Media

    Phuong T. Nguyen

  40. Automatic detection of Covid-19 from chest X-ray and lung computed tomography images using deep neural networks and transfer learning

    Article • Applied Soft Computing, January 2023, Elsevier

    Phuong T. Nguyen

  41. Finding with NEMO

    Article • October 2022, ACM (Association for Computing Machinery)

    Phuong T. Nguyen

  42. DeepLib: Machine translation techniques to recommend upgrades for third-party libraries

    Article • Expert Systems with Applications, September 2022, Elsevier

    Phuong T. Nguyen

  43. HybridRec: A recommender system for tagging GitHub repositories

    Article • Applied Intelligence, August 2022, Springer Science + Business Media

    Phuong T. Nguyen

  44. Recommending API Function Calls and Code Snippets to Support Software Development

    Article • IEEE Transactions on Software Engineering, July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Phuong T. Nguyen

  45. PILOT

    Article • May 2022, ACM (Association for Computing Machinery)

    Phuong T. Nguyen, Irene Sala

  46. LEV4REC: A Low-Code Environment to Support the Development of Recommender Systems 

    Article • April 2022, Research Square

    Phuong T. Nguyen

  47. MemoRec: a recommender system for assisting modelers in specifying metamodels

    Article • Software & Systems Modeling, March 2022, Springer Science + Business Media

    Phuong T. Nguyen

  48. Endowing third-party libraries recommender systems with explicit user feedback mechanisms

    Article • March 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Phuong T. Nguyen

  49. Providing upgrade plans for third-party libraries: a recommender system using migration graphs

    Article • Applied Intelligence, January 2022, Springer Science + Business Media

    Phuong T. Nguyen

  50. Validation of the OAKS prognostic model for acute kidney injury after gastrointestinal surgery

    Article • BJS Open, January 2022, Oxford University Press (OUP)

    Christopher James Graham, MD Amaniel Kefleyesus, Martin Karamanliev, Dr Massimiliano Mistrangelo, Phuong T. Nguyen

  51. An Efficient Classification Algorithm for Traditional Textile Patterns from Different Cultures Based on Structures

    Article • Journal on Computing and Cultural Heritage, December 2021, ACM (Association for Computing Machinery)

    Tat-Bao-Thien Nguyen, Phuong T. Nguyen

  52. Detection of tuberculosis from chest X-ray images: Boosting the performance with vision transformer and transfer learning

    Article • Expert Systems with Applications, December 2021, Elsevier

    Phuong T. Nguyen

  53. Correction to: Evaluation of a machine learning classifier for metamodels

    Article • Software & Systems Modeling, November 2021, Springer Science + Business Media

    Phuong T. Nguyen

  54. Adversarial Attacks to API Recommender Systems: Time to Wake Up and Smell the Coffee?

    Article • November 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Phuong T. Nguyen

  55. A GNN-based Recommender System to Assist the Specification of Metamodels and Models

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Phuong T. Nguyen

  56. A Lightweight Approach for the Automated Classification and Clustering of Metamodels

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Phuong T. Nguyen

  57. A tool to develop recommender system

    Article • September 2021, ACM (Association for Computing Machinery)

    Phuong T. Nguyen

  58. Evaluation of a machine learning classifier for metamodels

    Article • Software & Systems Modeling, September 2021, Springer Science + Business Media

    Phuong T. Nguyen

  59. Adversarial Machine Learning: On the Resilience of Third-party Library Recommender Systems

    Article • June 2021, ACM (Association for Computing Machinery)

    Phuong T. Nguyen

  60. Development of recommendation systems for software engineering: the CROSSMINER experience

    Article • Empirical Software Engineering, May 2021, Springer Science + Business Media

    Phuong T. Nguyen

  61. Unavailable Transit Feed Specification: Making It Available With Recurrent Neural Networks

    Article • IEEE Transactions on Intelligent Transportation Systems, April 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Phuong T. Nguyen

  62. Convolutional neural networks for enhanced classification mechanisms of metamodels

    Article • Journal of Systems and Software, February 2021, Elsevier

    Phuong T. Nguyen

  63. PostFinder: Mining Stack Overflow posts to support software developers

    Article • Information and Software Technology, November 2020, Elsevier

    Phuong T. Nguyen

  64. An extensible tool-chain for analyzing datasets of metamodels

    Article • October 2020, ACM (Association for Computing Machinery)

    Phuong T. Nguyen

  65. Democratizing the development of recommender systems by means of low-code platforms

    Article • October 2020, ACM (Association for Computing Machinery)

    Phuong T. Nguyen

  66. TopFilter

    Article • October 2020, ACM (Association for Computing Machinery)

    Phuong T. Nguyen

  67. Deep Learning for Automated Recognition of Covid-19 from Chest X-ray Images

    Article • August 2020, Cold Spring Harbor Laboratory Press

    Phuong T. Nguyen

  68. Detecting Java software similarities by using different clustering techniques

    Article • Information and Software Technology, June 2020, Elsevier

    Phuong T. Nguyen

  69. A Multinomial Naïve Bayesian (MNB) Network to Automatically Recommend Topics for GitHub Repositories

    Article • April 2020, ACM (Association for Computing Machinery)

    Phuong T. Nguyen

  70. Automated fruit recognition using EfficientNet and MixNet

    Article • Computers and Electronics in Agriculture, April 2020, Elsevier

    Phuong T. Nguyen

  71. CrossRec: Supporting software developers by recommending third-party libraries

    Article • Journal of Systems and Software, March 2020, Elsevier

    Phuong T. Nguyen

  72. An automated approach to assess the similarity of GitHub repositories

    Article • Software Quality Journal, February 2020, Springer Science + Business Media

    Phuong T. Nguyen

  73. Automated Classification of Metamodel Repositories: A Machine Learning Approach

    Article • September 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Phuong T. Nguyen

  74. FOCUS: A Recommender System for Mining API Function Calls and Usage Patterns

    Article • May 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Phuong T. Nguyen

  75. Enabling heterogeneous recommendations in OSS development

    Article • April 2019, ACM (Association for Computing Machinery)

    Phuong T. Nguyen

  76. Building Information Systems Using Collaborative-Filtering Recommendation Techniques

    Article • January 2019, Springer Science + Business Media

    Phuong T. Nguyen

  77. CrossSim: Exploiting Mutual Relationships to Detect Similar OSS Projects

    Article • August 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Phuong T. Nguyen

  78. Modification to K-Medoids and CLARA for Effective Document Clustering

    Article • January 2017, Springer Science + Business Media

    Phuong T. Nguyen

  79. Firstfilter: A cost-sensitive approach to malicious URL detection in large-scale enterprise networks

    Article • IBM Journal of Research and Development, July 2016, IBM

    Phuong T. Nguyen

  80. An evaluation of SimRank and Personalized PageRank to build a recommender system for the Web of Data

    Article • May 2015, ACM (Association for Computing Machinery)

    Phuong T. Nguyen

  81. Characterizing and modeling people movement from mobile phone sensing traces

    Article • Pervasive and Mobile Computing, February 2015, Elsevier

    Phuong T. Nguyen

  82. Finding Similar Artists from the Web of Data: A PageRank Based Semantic Similarity Metric

    Article • January 2015, Springer Science + Business Media

    Phuong T. Nguyen

  83. A Context-Aware Traffic Engineering Model for Software-Defined Networks

    Article • January 2015, Springer Science + Business Media

    Phuong T. Nguyen

  84. Content-Based Recommendations via DBpedia and Freebase: A Case Study in the Music Domain

    Article • January 2015, Springer Science + Business Media

    Phuong T. Nguyen

  85. A Context-Aware Model for the Management of Agent Platforms in Dynamic Networks

    Article • January 2014, Springer Science + Business Media

    Phuong T. Nguyen

  86. Building Consensus in Context-Aware Systems Using Ben-Or’s Algorithm: Some Proposals for Improving the Convergence Speed

    Article • January 2014, Springer Science + Business Media

    Phuong T. Nguyen

  87. A Context-Aware Model for the Management of Agent Platforms in Dynamic Networks

    Article • January 2014, Springer Science + Business Media

    Phuong T. Nguyen

  88. Building Consensus in Context-Aware Systems Using Ben-Or’s Algorithm: Some Proposals for Improving the Convergence Speed

    Article • January 2014, Springer Science + Business Media

    Phuong T. Nguyen