Exphormer: Sparse Transformers for Graphs
Paper
• 2303.06147 • Published
• 2
Graph Transformer
Working toward transformer models for graphs
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Recipe for a General, Powerful, Scalable Graph Transformer
Paper • 2205.12454 • Published • 2Note See "Table 1" - proposed categorization of positional encodings (PE) and structural encodings (SE)
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Graph Language Models
Paper • 2401.07105 • Published • 2 -
Graph Transformers for Large Graphs
Paper • 2312.11109 • Published -
Improving Subgraph-GNNs via Edge-Level Ego-Network Encodings
Paper • 2312.05905 • Published -
Exploring Sparsity in Graph Transformers
Paper • 2312.05479 • Published -
OpenGraph: Towards Open Graph Foundation Models
Paper • 2403.01121 • Published • 1