TS. Nguyễn Thế Vịnh

TS. Nguyễn Thế Vịnh

TS

Khoa học máy tính

79 Bài báo
45 Đồ án
2 Luận văn ThS
0 Luận án TS
2 Học liệu số

2026

  1. Phi-3-Code: Fine Tuning a Small Size Language Model for Coding Generation ↗
    Intelligence of Things: Technologies and Applications (ICIT 2025) Vol 2, 282, 247–257 [Scopus]
  2. Multimodal Validation in UML Synthesis: A Dual-Case Study on Sequence and Class Diagram Generation Pipelines ↗
    Proceedings of the International Conference on Engineering Research and Applications Vol 2, 1804, 347–354 [Scopus]
  3. A Novel AI-Driven Approach to UML Dataset Generation and Multimodal Verification in the Design Phase ↗
    KSII Transactions on Internet and Information Systems Vol. 20, No. 4, April 30, 2026 [ISI/SCIE/SSCI]
  4. An integrated framework for outcome based education and AI supported blended learning in curriculum redesign and intelligent training management ↗ ★
    Discover Computing Volume 29, article number 196 [Scopus]
  5. TINYML APPLICATIONS IN WEARABLE DEVICES: A SYSTEMATIC REVIEW AND RESEARCH DIRECTIONS ↗ ★
    Advances in Information and Communication Technology: Proceedings of the 4th International Conference, ICTA 2025, Volume 1 Volume 1, pp. 194-203 [Scopus]
  6. Generative Reasoning Meets Multimodal Evaluation: A Novel Approach to Activity and Package Diagram Comparison in UML Modeling ↗ ★
    International Conference in Cybersecurity, IoT, Data Science, and Digital Forensics Vol 5, 114–127 [Scopus]
  7. IntelliChart: Advanced LangGraph Analytics Platform with AI Workflow Processing and Intelligent Data Insights ↗ ★
    International Conference in Cybersecurity, IoT, Data Science, and Digital Forensics 2025 Volume 5, 138–148 [Scopus]
  8. Enhancing Student Mental Health in Vietnam via a Predictive Emotion Chatbot ↗ ★
    International Conference on Advances in Information and Communication Technology (ICTA2025) pp 87–94 [Scopus]
  9. A Systematic Review of Generative AI Applications in UI/UX Design for Mobile Applications ↗ ★
    International Conference on Advances in Information and Communication Technology (ICTA2025) pp 184–193 [Scopus]
  10. Fine-Tuning Mini Language Models for Legal Multiple-Choice Question Answering: A Comparative Study of Phi-3.5, Qwen 2.5 and Llama 3.2 ↗
    The 14th Conference on Information Technology and its Applications (CITA 2025) volume 1581, 671–682 [Scopus]
  11. RuleAugment: A Hybrid Framework Combining Rule-Based Systems and Large Language Models for Natural Language to Visualization Tasks ↗ ★
    The 14th Conference on Information Technology and its Applications (CITA 2025) volume 1581, 559–571 [Scopus]
  12. Parameter-efficient fine-tuning of small language models for code generation: a comparative study of Gemma, Qwen 2.5 and Llama 3.2 ↗
    International Journal of Electrical and Computer Engineering Volume 16 (1) [Tạp chí quốc tế khác]
  13. Enhancing Autonomous GIS with DeepSeek-Coder: an open-source large language model approach ↗ ★
    International Journal of Electrical and Computer Engineering Volume 16 (1) [Tạp chí quốc tế khác]
  14. Fine-Tuning and Evaluating Distilled DeepSeek Models for Code Reasoning ↗
    19th International Conference on Advanced Computing and Analytics (ACOMPA) [Scopus]
  15. Automated data exploration with mutual information in natural language to visualization ↗ ★
    International Journal of Artificial Intelligence Vol 15, 1, 129-139 [Scopus]
  16. From Feature Description to UML Architecture: A Novel Framework for Automated Reasoning and Multimodal Evaluation of Component and Deployment Diagram ↗
    Journal of Information Systems Engineering and Business Intelligence Vol 1, 12, 138-153 [Scopus]
  17. Fine-Tuning Tiny Language Models for Legal Question Answering: A Comparative Study of Gemma 2, Qwen 2.5 and Llama 3.2 ↗ ★
    International Conference on Advances in Information and Communication Technology (ICTA2025) Vol 2, 336–345 [Scopus]
  18. Beyond Monolithic LLMs: A Hybrid Framework for Robust Natural Language to Data Visualization Generation ↗ ★
    International Conference on Advances in Information and Communication Technology (ICTA2025) Vol 2, 327–335 [Scopus]
  19. Fine-Tuning Generative LLMs for Geographic Analysis: Comparing GPT-4o, Gemma-2B, and DeepSeek-R1 ↗
    International Conference on Advances in Information and Communication Technology (ICTA2025) Vol 2, 308–316 [Scopus]
  20. Pioneering a DeepSeek R1-Generated UML Dataset and an Automated Multimodal Visual Validation Framework ↗ ★
    International Conference on Advances in Information and Communication Technology (2025) Vol 1, 346-355 [Scopus]
  21. A Comparative Study of Object and Sequence Diagrams in Automated UML Understanding ↗
    Computational Intelligence in Engineering Science: Second International Conference, ICCIES 2026 Vol 3, 390 [Scopus]
  22. A Novel Unified Framework for Automated Generation and Multimodal Validation of UML Diagrams ↗ ★
    Computer Modeling in Engineering & Sciences Vol 146, 1, 33 [ISI/SCIE/SSCI]

2025

  1. NL2Vis Transformed: From Linguistic Abstraction to Visual Specification in the Generative AI Era ↗
    SN Computer Science 7 (1), 19 [Scopus]
  2. VizAgent: Towards an Intelligent and Versatile Data Visualization Framework Powered by Large Language Models ↗ ★
    Advances in Information and Communication Technology: Proceedings of the 3rd … Volume 1205 LNNS [Scopus]
  3. Application of Large Language Models in Geographic Map Analysis and Visualization ↗
    Advances in Information and Communication Technology: Proceedings of the 3rd … Volume 1205 LNNS [Scopus]
  4. Enhanced Literature Review Visualization: A Novel Sorted Stream Graphs with Integrated Word Elements ↗ ★
    Advances in Information and Communication Technology: Proceedings of the 3rd … Volume 1205 LNNS [Scopus]
  5. Decoding The Metrics: A 5–Year Retrospective on Evaluating AI - Generated Python Code ↗
    Proceedings of the 18thNational Conference on Fundamental and Applied IT Research (FAIR2025) [Hội thảo trong nước]
  6. Artificial Intelligence and Social Media Censorship: Opportunities and Challenges for Journalism and Communications
    Hội thảo quốc tế “Báo chí – truyền thông trong bối cảnh AI phát triển” 2 [Hội thảo trong nước]
  7. A COMPREHENSIVE REVIEW OF GENERATIVE ARTIFICIAL INTELLIGENCE APPLICATIONS IN DATA VISUALIZATION ↗
    Vinh University journal of science (VUJS) 54(2A/2025),70-81 [Tạp chí trong nước]
  8. A Novel Pipeline for Automatic UML Sequence Diagram Synthesis and Multimodal Scoring ↗
    International Conference on Intelligent Systems and Data Science (ISDS2025) 473-485 [Scopus]
  9. Automated UML Generation: A Framework for Class Diagram Synthesis and Multimodal Validation ↗
    International Conference on Future Data and Security Engineering (FDSE2025) 212-224 [Scopus]
  10. How teachers’ AI readiness affects AI integration: insights from modeling analysis ↗
    International Journal of Evaluation and Research in Education Volume 14 (2) [Scopus]
  11. Tổng quan về ứng dụng trí tuệ nhân tạo tạo sinh trong quá trình phát sinh mã nguồn phần mềm ↗
    Tạp chí Khoa học và Công nghệ Đại học Thái Nguyên 230(07): 160 - 167 [Tạp chí trong nước]

2024

  1. Nghiên cứu tổng quan việc sử dụng ứng dụng trí tuệ nhân tạo trong việc xây dựng video học liệu số ↗
    Vinh University Journal of Science 53 (3A), 39-50 [Tạp chí trong nước]
  2. Enhancing student admissions management efficiency through digital transformation: A case study using a no-code development platform ↗ ★
    International Research Journal of Science, Technology, Education, and … [Tạp chí quốc tế khác]
  3. Understanding the Factors that Influence Digital Readiness in Education: A UTAUT Study among Digital Training Learners ↗ ★
    IPTEK The Journal For Technology And Science 34 (2) [Tạp chí quốc tế khác]
  4. OVERVIEW RESEARCH ON APPLICATION OF ARTIFICIAL INTELLIGENCE IN CREATING AND BUILDING DIGITAL LEARNING RESOURCES VIDEOS ↗
    Vinh University Journal of Science (VUJS) Vol. 53 [Tạp chí trong nước]
  5. SỰ PHÁT TRIỂN CỦA NGHIÊN CỨU KHOA HỌC TẠI ĐẠI HỌC THÁI NGUYÊN QUA TẠP CHÍ KHOA HỌC VÀ CÔNG NGHỆ - ĐẠI HỌC THÁI NGUYÊN GIAI ĐOẠN 2017 - 2023 ↗
    Tạp chí Khoa học và Công nghệ Đại học Thái Nguyên 229,15,3 - 11 [Tạp chí trong nước]
  6. Overview research on the use of Large Language Models (LLMs) in the field of software engineering
    Vietnam International Conference and Exhibition on Control and Automation – VCCA2024 [Hội thảo trong nước]
  7. Revolutionizing education: An extensive analysis of large language models integration ↗
    International Research IRJSTEM of Science, Technology, Education, and Management 4 (No 4), 10-21 [Tạp chí quốc tế khác]
  8. Large language models in software engineering A systematic review and vision ↗
    Journal of Education For Sustainable Innovation 2 (2), 146-156 [Tạp chí quốc tế khác]
  9. Phi-3 Meets Law: Fine-tuning Small Language Models for Legal Document Understanding ↗
    MINISTRY OF INFORMATION AND COMMUNICATIONS OF VIETNAM (MIC) https://ictmag.ictvietnam.vn/cntt-tt/article/view/1281 [Tạp chí trong nước]
  10. Access to Online Business Opportunities: Enhancing Digital Technology Capacity for Women with Disabilities in the Red River Delta of Vietnam ↗ ★
    Heliyon Volume 10 (11) [Scopus]
  11. A Bibliometric and Thematic Analysis of Systematic Reviews of Artificial Intelligence in Education ↗ ★
    Advances in Information and Communication Technology (ICTA 2023) 337-351 [Scopus]

2023

  1. A systematic review of Artificial Intelligence in Geographic Information Systems ↗
    The 2nd International Conference on Advances in Information and … Volume 847 LNNS [Scopus]
  2. Unveiling augmented reality applications: exploring influential factors through comprehensive review ↗ ★
    SN Computer Science Volume 4 (5) [Scopus]
  3. A Systematic Review of Factors in Augmented Reality Studies: A Visualization Approach ↗
    International Journal of Computer Applications in Technology Volume 1 (1) [Scopus]
  4. An Empirical Analysis of Predictors of AI-Powered Design Tool Adoption ↗
    Journal of the Association for Information Communication Technology Education and Science Vol 12(3), 1482 [Scopus]
  5. Factors affecting the readiness of digital transformation adopters: A case study in Vietnam ↗ ★
    International Research Journal of Science, Technology, Education, and Managemen Vol 3, no 1, 31--42 [Tạp chí quốc tế khác]
  6. The Effect of Structural Equation Modeling on Chatbot Usage: An Investigation of Dialogflow ↗ ★
    International Journal of Applied Information Technology Vol 6, no 1 [Tạp chí quốc tế khác]

2022

  1. A systematic review of structural equation modeling in augmented reality applications ↗
    Indonesian Journal of Electrical Engineering and Computer Science Vol 28 (4), 328-338 [Scopus]
  2. Factors influencing elementary teachers’ readiness in delivering sex education amidst covid-19 pandemic ↗ ★
    International Journal of Learning, Teaching and Educational Research Vol 21 (2), 320 - 341 [Scopus]
  3. Factors Influencing Intention to use the COVID-19 Contact Tracing Application ↗ ★
    Journal of Computer Science 18(6), 453-462 [Scopus]
  4. The perceptions of social media users of digital detox apps considering personality traits ↗ ★
    Education and Information Technologies 9293–9316 [ISI/SCIE/SSCI]

2021

  1. Determinants of Intention to use Google Lens ↗ ★
    International Journal of Information Science and Technology Vol 5(2), 4-11 [Tạp chí quốc tế khác]
  2. Examining Data Visualization Pitfalls in Scientific Publication ↗ ★
    Visual Computing for Industry, Biomedicine, and Art Volume 4 (1) [Scopus]
  3. Color blind: Can you sight? ↗
    The 12th International Conference on Advances in InformationTechnology (IAIT2021) Pages 1–5 [Scopus]

2020

  1. PIACAN: Pathway Integration and Analysis of Cancer Networks ↗
    Proceedings of the 13th International Joint Conference on Biomedical … [Hội thảo quốc tế (ISBN/ISSN)]
  2. User as a bitter tastant: Immersive experience within the binding region of a bitter taste receptor ↗
    19th International Conference on Modeling & Applied Simulation [Hội thảo quốc tế (ISBN/ISSN)]
  3. The Effectiveness of Jeju Island Mixed Reality Tourism Application: Focusing on the Moderating Role of Users' K-Culture Involvement ↗
    International Journal of Advanced Culture Technology 8 (2), 116 - 128 [Tạp chí quốc tế khác]
  4. Interface design for HCI classroom: from learners’ perspective ↗
    International Symposium on Visual Computing 545-557 [Scopus]
  5. Revisiting Common Pitfalls in Graphical Representations Utilizing a Case-based Learning Approach ↗ ★
    The 13th International Symposium on Visual Information Communication and … [Scopus]
  6. VRASP: A Virtual Reality Environment for Learning Answer Set Programming ↗ ★
    International Symposium on Practical Aspects of Declarative Languages 82-91 [Scopus]

2019

  1. Multisensory Integration of Visual and Auditory Signals during Second Language Learning ↗
    Journal of Vision 19 (10), 274-274 [Scopus]
  2. CloudTraceViz: A visualization tool for tracing dynamic usage of cloud computing resources ↗ ★
    2019 IEEE/ACM Industry/University Joint International Workshop on Data … [Scopus]
  3. Civil War battlefield experience: Historical event simulation using augmented reality technology ↗ ★
    2019 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR) 294-2943 [Scopus]
  4. Vrescuer: A virtual reality application for disaster response training ↗ ★
    2019 IEEE international conference on artificial intelligence and virtual reality (AIVR) 199-1993 [Scopus]
  5. Learners’ technological acceptance of vr content development: A sequential 3-part use case study of diverse post-secondary students ↗ ★
    International Journal of Semantic Computing Vol 13 (3), 343-366 [Scopus]
  6. Dronevr: A web virtual reality simulator for drone operator ↗ ★
    2019 IEEE international conference on artificial intelligence and virtual reality (AIVR) 257-2575 [Scopus]
  7. Creating virtual reality and augmented reality development in classroom: Is it a hype? ↗ ★
    2019 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR) 212-2125 [Scopus]

2018

  1. UFO_Tracker: Visualizing UFO sightings ↗ ★
    2018 IEEE International Conference on Big Data (Big Data) 4352 [Scopus]
  2. IoTViz: Visualizing emerging topics in the internet of things ↗
    2018 IEEE International Conference on Big Data (Big Data) 4569-4576 [Scopus]
  3. Finanviz: Visualizing emerging topics in financial news ↗
    2018 IEEE International Conference on Big Data (Big Data) 4698-4704 [Scopus]
  4. Predict saturated thickness using tensorboard visualization ↗ ★
    Proceedings of the Workshop on Visualisation in Environmental Sciences 35-39 [Scopus]
  5. MalViz: An Interactive Visualization Tool for Tracing Malware ↗ ★
    27th ACM SIGSOFT International Symposium on Software Testing and Analysis 376 - 379 [Scopus]
  6. ComModeler: Topic Modeling Using Community Detection ↗
    International Workshop on Visual Analytics [Scopus]
  7. Web-based virtual reality development in classroom: From learner's perspectives ↗ ★
    2018 IEEE international conference on artificial intelligence and virtual reality (AIVR) 11-18 [Scopus]

2017

  1. CancerLinker: Explorations of Cancer Study Network ↗
    https://arxiv.org/abs/1710.06062. Visualization in Data Science (VDS at IEEE … [Scopus]
  2. Setting up Virtual Reality and Augmented Reality Learning Environment in Unity ↗ ★
    2017 IEEE International Symposium on Mixed and Augmented Reality (ISMAR-Adjunct) 315-320 [Scopus]