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

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

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

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

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

XLP. The official implementation of XLP

PLMpapers. Must-read Papers on pre-trained language models.

Simple_compiler. C