Redundancy Undermines the Trustworthiness of Self-Interpretable GNNs

Wenxin Tai, Ting Zhong, Goce Trajcevski, Fan Zhou
2/14/2026

No official code found. Best implementation: ICDM-UESTC/TrustworthyExplanation (15 stars, last commit 2025-06-23).

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ICDM-UESTC/TrustworthyExplanationCommunity62%

Redundancy Undermines the Trustworthiness of Self-Interpretable GNNs, International Conference on Machine Learning (ICML), 2025

150Shell, PythonMay 21, 20251 years ago

Cite this paper

@article{tai2026redundancy,
  title  = {Redundancy Undermines the Trustworthiness of Self-Interpretable GNNs},
  author = {Wenxin Tai and Ting Zhong and Goce Trajcevski and Fan Zhou},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:71195ddc4d6dcb991b43d2102494631f5f48e7b7},
  journal = {ICML 2025 2025}
}

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