Son Nguyen

Vietnam National University, Hanoi — VN

Computer Science · Physical Sciences

13h-index1.4kcitations51works2.72yr avg
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Research Topics

Software Engineering Research(26), Software Reliability and Analysis Research(14), Software Testing and Debugging Techniques(10), Topic Modeling(8), Natural Language Processing Techniques(7)

Publications51 total

Model-Agnostic Correctness Assessment for LLM-Generated Code via Dynamic Internal Representation Selection
arXiv (Cornell University)·2025Open Access
Reference values for lead, cadmium, mercury, arsenic, manganese, and tin in blood of the general adult population of Vietnam
International Journal of Environmental Health Research·2025
Correctness assessment of code generated by Large Language Models using internal representations
Journal of Systems and Software·2025· 2 cited
An empirical study on capability of Large Language Models in understanding code semantics
Information and Software Technology·2025· 4 cited
Review of: "MVD: A Multi-Lingual Software Vulnerability Detection Framework"
2025Open Access
Leveraging local and global relationships for corrupted label detection
Future Generation Computer Systems·2025· 1 cited
Correctness Assessment of Code Generated by Large Language Models Using Internal Representations
arXiv (Cornell University)·2025Open Access
Automated description generation for software patches
Information and Software Technology·2024· 2 cited
An Empirical Study on Capability of Large Language Models in Understanding Code Semantics
arXiv (Cornell University)·2024Open Access
Venomancer: Towards Imperceptible and Target-on-Demand Backdoor Attacks in Federated Learning
arXiv (Cornell University)·2024· 2 citedOpen Access
Silent Vulnerability-fixing Commit Identification Based on Graph Neural Networks
VNU Journal of Science Computer Science and Communication Engineering·2024Open Access
Code-centric learning-based just-in-time vulnerability detection
Journal of Systems and Software·2024· 24 cited
Automated Description Generation for Software Patches
arXiv (Cornell University)·2024Open Access
VFFINDER: A Graph-Based Approach for Automated Silent Vulnerability-Fix Identification
2023· 2 cited
Silent Vulnerability-fixing Commit Identification Based on Graph Neural Networks
arXiv (Cornell University)·2023Open Access
VFFINDER: A Graph-based Approach for Automated Silent Vulnerability-Fix Identification
arXiv (Cornell University)·2023Open Access
Can an old fashioned feature extraction and a light-weight model improve vulnerability type identification performance?
Information and Software Technology·2023· 7 cited
ARist: An effective API argument recommendation approach
Journal of Systems and Software·2023· 11 cited
Academic Motivation of First-Year Pedagogical Students in Vietnam: Case Study
European Journal of Contemporary Education·2023· 2 citedOpen Access
MFinBERT: Multilingual Pretrained Language Model For Financial Domain
2022· 2 cited
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Frequent Co-authors

Hieu Dinh Vo(18), Thu-Trang Nguyen(14), Thanh Trong Vu(10), Tien N. Nguyen(9), Abdel Halim Salem(6), Mark A. Batzer(6), Marion L. Carroll(5), Hoan Anh Nguyen(5), Kien-Tuan Ngo(5), Tuan-Dung Bui(5), Prescott L. Deininger(4), Shaohua Wang(4), Hieu Tran(4), Astrid M. Roy‐Engel(3), Thanh-Dat Do(3), Ngoc Mai Tran(3), William C. Claycomb(2), Erika Vogel(2), Randall K. Garber(2), Yi Li(2)