Tuan Ngo

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Tuan Ngo

Ph.D. student at USC

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About Me

I am Tuan Ngo, currently pursuing a Ph.D. in Computer Science at the University of Southern California (USC) since 2023. I work closely with Prof. Nenad Medvidović at the SoftArch Laboratory. My primary research area is Software Engineering, and main research interests include software security, software debugging, and program analysis.

I earned a Bachelor’s degree in Information Technology from VNU University of Technology and Engineering in 2020. After graduating, I continued to work under the supervision of Prof. Hieu Vo, dedicating efforts to improving software vulnerability detection and fault localization techniques.

I also gained valuable research experiences through past research internships overseas. Under the supervision of Prof. Fuyuki Ishikawa, Prof. Paolo Arcaini, and Prof. Xiao-Yi Zhang at the National Institute of Informatics in Japan, I was actively involved in developing debugging techniques for deep neural networks. Furthermore, I had the chance to work under the supervision of Prof. Joshua Garcia (UC Irvine), focusing on quality assurance for autonomous driving systems.

Publications

Below you can find a list of publications including supplementary links (or Google Scholar).

Preprint Publisher Version Website Code
Conference Papers
ICSE'23 Yuqi Huai, Yuntianyi Chen, Sumaya Almanee, Tuan Ngo, Xiang Liao, Ziwen Wan, Qi Alfred Chen, and Joshua Garcia - "Doppelgänger Test Generation for Revealing Bugs in Autonomous Driving Software" - The ACM/IEEE 45th International Conference on Software Engineering.
APSEC'21 Kien-Tuan Ngo, Dinh-Truong Do, Thu-Trang Nguyen, and Hieu Dinh Vo - "Ranking Warnings of Static Analysis Tools Using Representation Learning" - The 28th Asia-Pacific Software Engineering Conference.
SPLC'21 Kien-Tuan Ngo, Thu-Trang Nguyen, Son Nguyen, and Hieu Dinh Vo - "Variability Fault Localization: A Benchmark" - The 25th International Systems and Software Product Line Conference.
Journal Papers
JSS'23 Son Nguyen, Cuong Tran Manh, Kien Tran, Tan Nguyen, Thu-Trang Nguyen, Kien-Tuan Ngo, and Hieu Dinh Vo - "ARIST: An Effective API Argument Recommendation Approach" - Journal of Systems and Software.
IST'22 Thu-Trang Nguyen, Kien-Tuan Ngo, Son Nguyen, and Hieu Dinh Vo - "Detecting False-passing Products and Mitigating their Impact on Variability Fault Localization in Software Product Lines" - Information and Software Technology.
TSE'21 Thu-Trang Nguyen, Kien-Tuan Ngo, Son Nguyen, and Hieu Dinh Vo - "A Variability Fault Localization Approach for Software Product Lines" - IEEE Transactions on Software Engineering.