Towards Inductive and Efficient Explanations for Graph Neural Networks Article

Luo, Dongsheng, Zhao, Tianxiang, Cheng, Wei et al. (2024). Towards Inductive and Efficient Explanations for Graph Neural Networks . IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 46(8), 5245-5259. 10.1109/TPAMI.2024.3362584

Industry Collaboration

cited authors

  • Luo, Dongsheng; Zhao, Tianxiang; Cheng, Wei; Xu, Dongkuan; Han, Feng; Yu, Wenchao; Liu, Xiao; Chen, Haifeng; Zhang, Xiang

authors

publication date

  • August 1, 2024

published in

keywords

  • Computational modeling
  • Computer Science
  • Computer Science, Artificial Intelligence
  • Deep learning
  • Engineering
  • Engineering, Electrical & Electronic
  • Feature extraction
  • Graph neural networks
  • Mutual information
  • Predictive models
  • Science & Technology
  • Task analysis
  • Technology
  • Training
  • graph neural networks
  • interpretability

Digital Object Identifier (DOI)

publisher

  • IEEE COMPUTER SOC

start page

  • 5245

end page

  • 5259

volume

  • 46

issue

  • 8