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Rethinking the Graph Polynomial Filter via Positive and Negative Coupling Analysis
Subsequently, PNCA is used to analyze the mainstream polynomial filters, and a novel simple basis that decouples the positive and negative activation and fully utilizes graph structure information is designed.
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