Toward fair graph neural networks via real counterfactual samples Article

Wang, Zichong, Qiu, Meikang, Chen, Min et al. (2024). Toward fair graph neural networks via real counterfactual samples . KNOWLEDGE AND INFORMATION SYSTEMS, 66(11), 6617-6641. 10.1007/s10115-024-02161-z

International Collaboration

cited authors

  • Wang, Zichong; Qiu, Meikang; Chen, Min; Ben Salem, Malek; Yao, Xin; Zhang, Wenbin

authors

publication date

  • November 1, 2024

published in

keywords

  • Computer Science
  • Computer Science, Artificial Intelligence
  • Computer Science, Information Systems
  • Counterfactual fairness
  • Graph learning
  • Message passing
  • Real counterfactual samples
  • Science & Technology
  • Technology

Digital Object Identifier (DOI)

publisher

  • SPRINGER LONDON LTD

start page

  • 6617

end page

  • 6641

volume

  • 66

issue

  • 11