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Data-Centric Graph Data Augmentation

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Data-Centric Graph Data Augmentation

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Node
Node
- Node Dropping
  Node Dropping
  - GRAND
  - GraphCL
  - JOAO
  - MH-Aug
  - AutoGCL
  - G2GNN
  - InfoGCL
  - GraphAug
  - NodeSam
- Node Interpolation
  Node Interpolation
  - GraphENS
  - GraphMix
  - GraphSMOTE
  - ImGAGN
  - NodeSam
Edge
Edge
- Edge Perturbation
  Edge Perturbation
  - AD-GCL
  - Adaedge
  - BGRL
  - Dropedge
  - G2GNN
  - GAUG
  - GCA
  - GRACE
  - GSAT
  - GraphAug
  - GraphCL
  - Graphair
  - InfoGCL
  - JOAO
  - M-Evolve
  - MH-Aug
  - MVGRL
  - NASA
  - NRGNN
  - NodeAug
Graph
Graph
- Graph Rewiring
  Graph Rewiring
  - ImGAGN
  - LDS
  - Pro-GNN
- Graph Sampling
  Graph Sampling
  - G-Mixup
  - GCC
  - GREA
  - GraphCL
  - GraphCrop
  - InfoGCL
  - JOAO
  - MVGRL
  - SubMix
- Subgraph Replacing
  Subgraph Replacing
  - Graph Transplant
  - MoCL
Label
Label
- Label Mixing
  Label Mixing
  - Graph Transplant
  - SubMix
- Label Sharpening
  Label Sharpening
  - GraphMix
  - NASA
- Pseudo Label
  Pseudo Label
  - M3S
  - NASA
  - NRGNN
Feature
Feature
- Feature Masking
  Feature Masking
  - AutoGCL
  - BGRL
  - FLAG
  - G2GNN
  - GCA
  - GLA
  - GRACE
  - GraphAug
  - GraphCL
  - GraphMAE
  - Graphair
  - InfoGCL
  - JOAO
- Feature Mixing
  Feature Mixing
  - ImGAGN
  - LAGNN
  - NodeAug
  - SubMix
- Feature Shuffling
  Feature Shuffling
  - DGI
  - SUGRL
About

About¶

Author: RadiumStar

School: Sun Yat-Sen University

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