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Search results for graph transformer
graph-transformer
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25 search results found
Graphgps
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508
Recipe for a General, Powerful, Scalable Graph Transformer
Awesome Graph Transformer
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507
Papers about graph transformers.
Graph Transformer
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408
Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)
Graphtransformer
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285
Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.
Nodeformer
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244
The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification"
Difformer
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204
The official implementation for ICLR23 spotlight paper "DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion"
Drugex
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142
Deep learning toolkit for Drug Design with Pareto-based Multi-Objective optimization in Polypharmacology
Lrgb
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121
Long Range Graph Benchmark, NeurIPS 2022 Track on D&B
Gnn Lspe
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114
Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022
Sat
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107
Official Pytorch code for Structure-Aware Transformer.
Pdformer
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98
[AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.
Transformer M
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90
[ICLR 2023] One Transformer Can Understand Both 2D & 3D Molecular Data (official implementation)
Signnet Basisnet
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71
SignNet and BasisNet
Gtos
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70
Code for AAAI2020 paper "Graph Transformer for Graph-to-Sequence Learning"
Gmt
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36
Official Code Repository for the paper "Accurate Learning of Graph Representations with Graph Multiset Pooling" (ICLR 2021)
Vgt
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30
Video Graph Transformer for Video Question Answering (ECCV'22)
Gformer
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30
[SIGIR'2023] "GFormer: Graph Transformer for Recommendation"
Stwave
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29
[ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
Rgtn Nie
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21
Implementation for the paper: Representation Learning on Knowledge Graphs for Node Importance Estimation
Cgt
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13
Scalable and privacy-enhanced graph generative models for benchmark graph neural networks
Pdf
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9
Towards Better Graph Representation Learning with Parameterized Decomposition & Filtering
Multires Graph Transformer
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8
Multiresolution Graph Transformers and Wavelet Positional Encoding for Learning Long-Range and Hierarchical Structures
Mgtn
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7
2021 AAAI Modular Graph Transformer Networks for Multi-Label Image Classification; Official GitHub: https://github.com/ReML-AI/MGTN
Ge Sc Transformer
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7
MANDO-HGT is a framework for detecting smart contract vulnerabilities. Given either in source code or bytecode forms, MANDO-HGT adapts heterogeneous graph transformers with customized meta relations for graph nodes and edges to learn their embeddings and train classifiers for detecting various vulnerability types in the contracts' nodes and graphs.
Connector
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5
The Graph Representation Learning Framework developed by NS Lab@CUK.
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