conftrace_

degree bia

5 papers

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Co-occurring keywords

graph neural network (3962) node classification (482) representation learning (6206) neighbor homophily (1) node representation (107) graph convolutional network (658) graph contrastive learning (112) test-time augmentation (17) hypergraph representation learning (2) heterogeneous hypergraph (4)

Papers

Mitigating Degree Bias in Hypergraphs via Attribute-as-Structure Approach EACL 2026
Theoretical and Empirical Insights into the Origins of Degree Bias in Graph Neural Networks NIPS 2024
On Generalized Degree Fairness in Graph Neural Networks AAAI 2023
GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via Test-time Augmentation NIPS 2023
Uncovering the Structural Fairness in Graph Contrastive Learning NIPS 2022