Haifei ZHANG
Scholar

Haifei ZHANG

Google Scholar ID: KAgZOtMAAAAJ
Associate Professor, Université Jean Monnet Saint-Etienne
Imprecise ClassifiersBelief FunctionsExplainable AI
Citations & Impact
All-time
Citations
51
 
H-index
4
 
i10-index
1
 
Publications
13
 
Co-authors
4
list available
Resume
Research Experience
  • Conducts research in the Data Intelligence team of the Hubert Curien Laboratory.
Education
  • Obtained PhD in November 2023 from the University of Technology of Compiègne, France. Research focused on cautious classifiers under high uncertainty to reduce misclassification risks and counterfactual explanations for indeterminate predictions. Supervisors were Benjamin Quost and Marie-Hélène Masson.
Background
  • Currently an Associate Professor at Jean Monnet University in Saint-Étienne, France. Research interests include Trustworthy AI, Explainable AI (XAI), Cautious classifiers, Uncertainty management in machine learning, and Graph representation learning (GNNs). Teaches at Télécom Saint-Étienne.
Miscellany
  • Became a council member of Association d’Intelligence Artificielle France-Chine (AIFC); became a member of Fédération Informatique de Lyon - CNRS (FIL).