TS. Vũ Đức Quang

TS. Vũ Đức Quang

TS

Công nghệ thông tin

28 Bài báo
15 Đồ án
0 Luận văn ThS
0 Luận án TS
0 Học liệu số

2026

  1. ViNL2Vis-FaithBench: A Vietnamese-English Benchmark and Faithfulness Evaluator for Natural-Language-to-Visualization ↗
    IEEE Access Vol 14 [Scopus; WoS]
  2. A Novel Automated Method for UML Modeling Integrating Instruction, Reasoning LLMs and Vision Language Model Evaluation ↗
    Discover Artificial Intelligence [Scopus]
  3. Toward generalizable UML automation: A dual case study on class and use case diagram generation ↗
    Bulletin of Electrical Engineering and Informatics (BEEI) Vol 15, No 4, pp. 3268 - 3279 [Scopus]
  4. 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]
  5. Analysis of induced voltage on metal sheaths of high voltage underground cable systems ↗
    Journal of Physics: Conference Series Volume 3180 (1) [Chưa xác định]
  6. A Different Approach to the RBF-FDTD Method for Simulating Lightning-Induced Voltage on Power Lines ↗ ★
    Journal of Physics: Conference Series Volume 3180 (1) [Chưa xác định]
  7. Stepwise Reasoning for Ambiguous NL2Vis with Candidate Generation and Neural Reranking ↗
    SSRN Electronic Journal [Chưa xác định]
  8. Numerical simulation of the multi-step hydroforming process for fabricating cups with complex spatial profiles ↗
    EUREKA: Physics and Engineering [Chưa xác định]
  9. An End-to-End System Based on Deep Learning for Oral Disease Detection ↗
    Communications in Computer and Information Science [Scopus; WoS]
  10. Bilingual Code-Switching Voice Separation with MossFormer2 for Vietnamese-English Mixtures ↗
    Advances in Computer Science Applications and Research [Scopus; WoS]
  11. Dictionary-Based Facial Animation Retargeting to Virtual Characters ↗
    Lecture Notes in Networks and Systems [Scopus; WoS]
  12. LAGRU: A GRU-Based Model with Local Context Attention for Stock Price Prediction ↗
    Communications in Computer and Information Science [Scopus; WoS]
  13. 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]
  14. 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]
  15. Few-Shot Video Classification via Mutual Learning ↗ ★
    Computational Intelligence in Engineering Science (ICCIES 2026) [Scopus]
  16. Multi Learning on Discriminative Embedding Vector and Masking for Cocktail Party Effect ↗ ★
    IEEE Access Volume 14 [Scopus]
  17. LISINet: A lightweight framework for Word-Level Sign Language ↗
    Advances in Information and Communication Technology: Proceedings of the 4th International Conference, ICTA 2025, Volume 2 Volume 2, pp. 535-544 [Scopus]
  18. Cocktail Party Effect with Fine-Tuning Multi-Head Self-Attention ↗
    Advances in Information and Communication Technology: Proceedings of the 4th International Conference, ICTA 2025, Volume 2 Volume 2, pp. 526-534 [Scopus]
  19. 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]
  20. 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]
  21. Fine-Tuning and Evaluating Distilled DeepSeek Models for Code Reasoning ↗ ★
    19th International Conference on Advanced Computing and Analytics (ACOMPA) [Scopus]
  22. 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]
  23. 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]
  24. 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]
  25. 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]
  26. 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. A Novel Pipeline for Automatic UML Sequence Diagram Synthesis and Multimodal Scoring ↗
    International Conference on Intelligent Systems and Data Science (ISDS2025) 473-485 [Scopus]
  2. Automated UML Generation: A Framework for Class Diagram Synthesis and Multimodal Validation ↗
    International Conference on Future Data and Security Engineering (FDSE2025) 212-224 [Scopus]