Igor Krawczuk
1 indexed paper
Recent (6 mo)
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126
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ML×1AI×1
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2026
Graph Convolutional Attention: A Spectral Perspective on Graph Denoising and Diffusion
This paper introduces Spectral Attention and Graph Convolutional Attention (GCA) for denoising graphs, which outperforms linear attention and provably utilizes the input graph spectrum.
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