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1. Gaunt-Tensor-Product Gaunt-Tensor-Product Public

   [ICLR 2024 Spotlight] Official Implementation of "Enabling Efficient Equivariant Operations in the Fourier Basis via Gaunt Tensor Products"

   Python 54 1

2. Transformer-M Transformer-M Public

   [ICLR 2023] One Transformer Can Understand Both 2D & 3D Molecular Data (official implementation)

   Python 203 25

3. Graphormer-GD Graphormer-GD Public

   [ICLR 2023 notable top-5%] Rethinking the Expressive Power of GNNs via Graph Biconnectivity (official implementation)

   Python 101 11

4. URPE URPE Public

   [NeurIPS 2022] Your Transformer May Not be as Powerful as You Expect (official implementation)

   Python 33 2

5. Graphormer Graphormer Public

   Forked from microsoft/Graphormer

   [NeurIPS 2021] official implementation for "Do Transformers Really Perform Bad for Graph Representation?".

   Python

6. GraphNorm GraphNorm Public

   [ICML 2021] GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training (official implementation)

   Python 102 23