Robust graph embedding via Attack-aid Graph Denoising

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Zhili Qin, Han Wang, Zhongjing Yu, Qinli Yang, Junming Shao

Published: 01 Jan 2024, Last Modified: 05 Feb 2025Inf. Sci. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Proposed Attack-aid Graph Denoising improves the graph quality and robustness.•AGD enhances robustness by leveraging auxiliary attacks for edge manipulation.•Proposed Topology Knowledge Extraction adapts message-passing to isolate attacks.