GitHub - XiaShan1227/Graphormer: Do Transformers Really Perform Bad for Graph Representation? [NIPS-2021] · GitHub

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Do Transformers Really Perform Bad for Graph Representation? [NIPS-2021]

attention-mechanism deep-learning edge-embedding node-embedding self-attention transformer

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Name		Name	Last commit message	Last commit date
outputs/ESOL_Graphormer		outputs/ESOL_Graphormer
README.md		README.md
data.py		data.py
layer.py		layer.py
main.py		main.py
model.py		model.py
parameter.py		parameter.py

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【NIPS-2021 Graphormer】Do Transformers Really Perform Bad for Graph Representation?

1.Environment

torch            2.0.1+cu118
torch_geometric  2.6.1

2.Run

python main.py --exp_name=ESOL_Graphormer

Code Framework Reference: Graphormer

About

Do Transformers Really Perform Bad for Graph Representation? [NIPS-2021]

attention-mechanism deep-learning edge-embedding node-embedding self-attention transformer

64 stars

2 watching

Report repository

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