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02/20/2023
Finding Heterophilic Neighbors via Confidence-based Subgraph Matching for Semi-supervised Node Classification
Graph Neural Networks (GNNs) have proven to be powerful in many graph-ba...
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01/21/2023
Is Signed Message Essential for Graph Neural Networks?
Message-passing Graph Neural Networks (GNNs), which collect information ...
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11/28/2022
Flip Initial Features: Generalization of Neural Networks for Semi-supervised Node Classification
Graph neural networks (GNNs) have been widely used under semi-supervised...
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11/16/2022
PU GNN: Chargeback Fraud Detection in P2E MMORPGs via Graph Attention Networks with Imbalanced PU Labels
The recent advent of play-to-earn (P2E) systems in massively multiplayer...
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10/25/2021