├── LICENSE ├── README.md ├── code ├── DatasetLoader.py ├── EvaluateAcc.py ├── EvaluateClustering.py ├── MethodBertComp.py ├── MethodGraphBatching.py ├── MethodGraphBert.py ├── MethodGraphBertGraphClustering.py ├── MethodGraphBertGraphRecovery.py ├── MethodGraphBertNodeClassification.py ├── MethodGraphBertNodeConstruct.py ├── MethodHopDistance.py ├── MethodWLNodeColoring.py ├── ResultSaving.py ├── Settings.py ├── __init__.py ├── __pycache__ │ ├── DatasetLoader.cpython-37.pyc │ ├── EvaluateAcc.cpython-37.pyc │ ├── MethodBertComp.cpython-37.pyc │ ├── MethodGraphBert.cpython-37.pyc │ ├── MethodGraphBertNodeClassification.cpython-37.pyc │ ├── ResultSaving.cpython-37.pyc │ ├── Settings.cpython-37.pyc │ └── __init__.cpython-37.pyc └── base_class │ ├── __pycache__ │ ├── __init__.cpython-37.pyc │ ├── dataset.cpython-37.pyc │ ├── evaluate.cpython-37.pyc │ ├── result.cpython-37.pyc │ └── setting.cpython-37.pyc │ ├── dataset.py │ ├── evaluate.py │ ├── method.py │ ├── result.py │ └── setting.py ├── data └── cora │ ├── README.tex │ ├── link │ └── node ├── result ├── Batch │ └── cora_7 ├── GraphBert │ └── cora_7 ├── Hop │ └── hop_cora_7 ├── PreTrained_GraphBert │ ├── citeseer │ │ └── node_classification_complete_model │ │ │ └── temp │ ├── cora │ │ └── node_classification_complete_model │ │ │ └── temp │ └── pubmed │ │ └── node_classification_complete_model │ │ └── temp ├── WL │ └── cora └── screenshot │ ├── cora_graph_residual_k_7.png │ ├── cora_none_residual_k_7.png │ ├── cora_raw_residual_k_7.png │ └── model.png ├── script_1_preprocess.py ├── script_2_pre_train.py ├── script_3_fine_tuning.py └── script_4_evaluation_plots.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jwzhanggy/Graph-Bert/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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