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heterophily graph

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Co-occurring keywords · papers mentioning both

graph neural network (5) node classification (3) graph contrastive learning (2) representation learning (2) neural diffusion (1) high-order neighbor (1) graph aggregation (1) homophily graph (1) random walk theory (1) semantic relationship (1)

Papers

Graph Contrastive Learning with Joint Spectral Augmentation of Attribute and Topology AAAI 2025 Rethinking Graph Contrastive Learning Through Relative Similarity Preservation IJCAI 2025 A Generalized Neural Diffusion Framework on Graphs AAAI 2024 A Novel Graph Aggregation Method Based on Feature Distribution Around Each Ego-node for Heterophily ACML 2022 Beyond Homophily: Structure-aware Path Aggregation Graph Neural Network IJCAI 2022 RAW-GNN: RAndom Walk Aggregation based Graph Neural Network IJCAI 2022