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08/22/2023
Class Label-aware Graph Anomaly Detection
Unsupervised GAD methods assume the lack of anomaly labels, i.e., whethe...
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06/24/2023
Similarity Preserving Adversarial Graph Contrastive Learning
Recent works demonstrate that GNN models are vulnerable to adversarial a...
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05/29/2023
Shift-Robust Molecular Relational Learning with Causal Substructure
Recently, molecular relational learning, whose goal is to predict the in...
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12/01/2022
Unbiased Heterogeneous Scene Graph Generation with Relation-aware Message Passing Neural Network
Recent scene graph generation (SGG) frameworks have focused on learning ...
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08/22/2022