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1. Graph-Classification-Baseline Graph-Classification-Baseline Public

   A framework of graph classification baselines which including TUDataset Loader, GNN models and visualization.

   Jupyter Notebook 13 3

2. UnionSNN UnionSNN Public

   [AAAI 2024] Union Subgraph Neural Networks (UnionSNN)

   Python 7

3. ContrastPool ContrastPool Public

   [IEEE TMI 2024] Contrastive Graph Pooling for Explainable Classification of Brain Networks

   Python 20 3

4. Contrasformer Contrasformer Public

   [CIKM 2024] Contrasformer: A Brain Network Contrastive Transformer for Neurodegenerative Condition Identification

   Python 7

5. BrainOOD BrainOOD Public

   [ICLR 2025] BrainOOD: Out-of-distribution Generalizable Brain Network Analysis

   Python 2

6. BrainPrompt BrainPrompt Public

   [MICCAI 2025] BrainPrompt: Multi-Level Brain Prompt Enhancement for Neurological Condition Identification

   Python 2