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1. NodeFormer NodeFormer Public

   The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification"

   Jupyter Notebook 312 31

2. SGFormer SGFormer Public

   The official implementation for NeurIPS2023 paper "SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations"

   Python 249 23

3. DIFFormer DIFFormer Public

   The official implementation for ICLR23 spotlight paper "DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion"

   Python 303 32

4. AdvDIFFormer AdvDIFFormer Public

   The official implementation for ICML2025 paper "Supercharging Graph Transformers with Advective Diffusion"

   Python 8 1

5. GraphOOD-EERM GraphOOD-EERM Public

   The official implementation for ICLR22 paper "Handling Distribution Shifts on Graphs: An Invariance Perspective"

   Python 91 9

6. GraphOOD-GNNSafe GraphOOD-GNNSafe Public

   The official implementation for ICLR23 paper "GNNSafe: Energy-based Out-of-Distribution Detection for Graph Neural Networks"

   Python 82 6