I began my Ph.D in Software Engineering (SE) at Monash University in 2024, under the supervision of Prof. Aldeida Aleti, Dr. Xiaoning Du, and Dr. Neelofar. Before that, I received both my Master’s and Bachelor’s degrees from the University of Engineering and Technology, Vietnam National University, under the supervision of A/Prof. Pham Ngoc Hung.

Key expertises and research interests:

• Trustworthy Artificial Intelligence & Testing
  • I focus on developing trustworthy AI-based software systems and testing their trustworthiness throughout the lifecycle.
  • I am especially interested in testing the trustworthiness of AI-powered tools for coding tasks, such as code generation, vulnerabilty detection, program repair, ensuring they align with SE standards by integrating software engineering practices such as program analysis and formal methods.
• Traditional Software Testing
  • I also have experience in automated test data generation and code change analysis, particularly in concolic testing, static analysis, and dynamic analysis.
  • From 2018 to 2024, I led a team of 8 – 10 undergraduate students in collaboration with FPT Software Ltd. and Viettel Group. These projects aim to automate unit testing for C/C++ embedded software, detect the logical impact of code changes on system behaviour, and streamline regression testing.

Take a look at my Curriculum Vitae for more details.

📢 News

I will serve on the Program Committee of The 36th IEEE International Symposium on Software Reliability Engineering (ISSRE 2025).

I have been selected as a Student Volunteer for ESEC/FSE 2025!

Our paper “Automated Trustworthiness Oracle Generation for Machine Learning Text Classifiers” got accepted by ESEC/FSE 2025!

Our paper “UntrustVul: An Automated Approach for Identifying Untrustworthy Alerts in Vulnerability Detection Models” is online at arXiv! 🤩

📃 Selected Publications

Automated Trustworthiness Oracle Generation for Machine Learning Text Classifiers
Lam Nguyen Tung, Steven Cho, Xiaoning Du, Neelofar Neelofar, Valerio Terragni, Stefano Ruberto, Aldeida Aleti
In the ACM International Conference on the Foundations of Software Engineering (ESEC/FSE), 2025
Conference (Oral) RankA* DOI10.1145/3729376 Acceptance rate22.06%

UntrustVul: An Automated Approach for Identifying Untrustworthy Alerts in Vulnerability Detection Models
Lam Nguyen Tung, Xiaoning Du, Neelofar Neelofar, Aldeida Aleti
2025
arXiv Preprint DOI10.48550/arXiv.2503.14852

An Automated Test Data Generation Method for Void Pointers and Function Pointers in C/C++ Libraries and Embedded Projects
Lam Nguyen Tung, Hoang-Viet Tran, Khoi Nguyen Le, Pham Ngoc Hung
Information and Software Technology, 2021
Journal RankQ1 DOI10.1016/j.infsof.2022.106821

Automated Test Data Generation and Stubbing Method for C/C++ Embedded Projects
Lam Nguyen Tung, Nguyen Vu Binh Duong, Khoi Nguyen Le, Pham Ngoc Hung
Automated Software Engineering, 2024
Journal RankQ2 DOI10.1007/s10515-024-00449-6

Please view the full list of my publications at my Google Scholar.

🏆 Awards, Fellowships & Grants

Full Monash Graduate Scholarship and Monash International Tuition Scholarship for my PhD study

Postgraduate Scholarship Program Grant, Vingroup

First Prize in Student Scientific Research Competition, Vietnam National University (VNU)

👨‍🏫 Teaching

Teaching Assistant
INT2204, INT3110, VNU University of Engineering and Technology

Co-supervisor
FIT4701, Monash University

🤝 Services

Conference

• Program Committee Member, The IEEE International Symposium on Software Reliability Engineering (ISSRE), 2025
• Student Volunteer, The ACM International Conference on the Foundations of Software Engineering (FSE), 2025

Journal

• Referee, ACM Transactions on Software Engineering and Methodology (TOSEM)
• Referee, Automated Software Engineering Journal (ASEJ)

Other Services

• Organization Committee Member, VNU University of Engineering and Technology Job Fair, 2017 - 2019