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September 20, 2025

A Survey of Structural Entropy: Theory, Methods, and Applications

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Authors

DSDingli SuHPHao PengYPYicheng Pan

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Overview

Survey discusses structural entropy, highlighting its applications in graph learning and artificial intelligence.

Key Points

  • Structural entropy quantifies information on a global scale, extending traditional entropy measures.
  • The survey highlights applications of structural entropy across various AI domains, showing its versatility.
  • Key computational methods for implementing structural entropy are examined in the context of complex systems.
  • Challenges and future research directions focus on enhancing the interpretability of AI systems through structural entropy.

Cite This Study

Su et al. (2025) studied this question.

synapsesocial.com/papers/68d469d631b076d99fa66e2ahttps://doi.org/10.24963/ijcai.2025/1183
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