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05/10/2023
Towards Better Graph Representation Learning with Parameterized Decomposition Filtering
Proposing an effective and flexible matrix to represent a graph is a fun...
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06/11/2022
Soft-mask: Adaptive Substructure Extractions for Graph Neural Networks
For learning graph representations, not all detailed structures within a...
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12/14/2021
Improving Spectral Graph Convolution for Learning Graph-level Representation
From the original theoretically well-defined spectral graph convolution ...
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06/15/2021
First Place Solution of KDD Cup 2021 OGB Large-Scale Challenge Graph-Level Track
In this technical report, we present our solution of KDD Cup 2021 OGB La...
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12/14/2020