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heterogeneous-node-classification-on-acm

Node ClassificationHeterogeneous Node Classification
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PaperCodeMacro-F1Micro-F1Claim Classification Macro-F1Macro-F1ModelNameReleaseDate
Efficient Heterogeneous Graph Learning via Random Projection✓ Link94.0994.04RpHGNN2023-10-23
SlotGAT: Slot-based Message Passing for Heterogeneous Graph Neural Network✓ Link93.9994.06SlotGAT2024-05-03
Are we really making much progress? Revisiting, benchmarking, and refining heterogeneous graph neural networks✓ Link93.4293.35Simple-HGN2021-12-30
Scalable Graph Neural Networks for Heterogeneous Graphs✓ Link93.3693.31NARS2020-11-19
Semi-Supervised Classification with Graph Convolutional Networks✓ Link92.1792.12GCN2016-09-09
Modeling Relational Data with Graph Convolutional Networks✓ Link91.5591.41RGCN2017-03-17
Graph Transformer Networks✓ Link91.3191.20GTN2019-11-06
Heterogeneous Graph Transformer✓ Link91.1291.00HGT2020-03-03
An Attention-based Graph Neural Network for Heterogeneous Structural Learning✓ Link90.0289.91HetSANN2019-12-19
Simple and Efficient Heterogeneous Graph Neural Network✓ Link93.8793.95SeHGNN2022-07-06
Graph Attention Networks✓ Link92.1992.26GAT2017-10-30
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