Vu-Linh Nguyen

Vu-Linh Nguyen is a Junior Professor (Assistant Professor) in Trustworthy Artificial Intelligence at the University of Technology of Compiègne (UTC), France, within the Heudiasyc research unit (UMR CNRS 7253) since December 2022.

His educational background includes:

• Bachelor in Mathematics from VNU University of Science (VNU-HUS), Vietnam (2013)
• Master in Knowledge Science from Japan Advanced Institute of Science and Technology (JAIST), Japan (2015)
• PhD in Machine Learning from University of Technology of Compiègne (UTC), France (2018)

His research centers on advancing Trustworthy AI through rigorous machine learning methodologies. Specializing in handling imprecision and uncertainty in models, he develops novel approaches in classification systems, active learning frameworks, and ensemble techniques. His current work integrates probabilistic reasoning with multimodal data analysis to enhance AI reliability and interpretability.

Notable recognitions include:

• National Mathematics Olympiad Third Prize for Undergraduate Students, Vietnam (2010)
• IJAR Young Researcher Award Honorable Mention at ISIPTA conference, Belgium (2019)

Prior to his faculty position, Nguyen completed significant postdoctoral research: at Paderborn University, Germany (2018-2020) focusing on multi-label classification and ensemble methods, followed by work on probabilistic graphical models and multi-dimensional classification at Eindhoven University of Technology, Netherlands (2020-2022). He is actively contributing to the Heudiasyc research unit's mission in human-machine systems and decision support.