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A Novel Approach to GNN Explainability: Distilling Knowledge With Inter-Layer Alignment

Year: 2025

Type: article

Source: IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI: 10.1109/tpami.2025.3645279

Authors: Xiaoxia Zhang, Xingyu Liu, Guoyin Wang, Yongduan Song

Institutions: Chongqing University of Posts and Telecommunications, Chongqing Normal University, Lingnan University

Language: English

Topic: Explainable Artificial Intelligence (XAI)

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: closed

Funder: National Natural Science Foundation of China

Awards: G1077157830, G3453920714, G7324361910

OpenAlex ID: W4417439076

FWCI:

Cites: 15

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