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Search results for attention graph neural networks

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20 search results found

Spektral ⭐ 2,317

Graph Neural Networks with Keras and Tensorflow 2.

Knowledge_graph_attention_network ⭐ 434

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

Awesome Gcn ⭐ 377

resources for graph convolutional networks （图卷积神经网络相关资源）

Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019

A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).

Attentionwalk ⭐ 299

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

Graphtransformer ⭐ 285

Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.

Mtad Gat Pytorch ⭐ 265

PyTorch implementation of MTAD-GAT (Multivariate Time-Series Anomaly Detection via Graph Attention Networks) by Zhao et. al (2020, https://arxiv.org/abs/2009.02040).

Difformer ⭐ 204

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

Graph_attention_pool ⭐ 161

Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)

Gnn_note ⭐ 158

图神经网络整理

Supergat ⭐ 128

[ICLR 2021] How to Find Your Friendly Neighborhood: Graph Attention Design with Self-Supervision

Gnn Lspe ⭐ 114

Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022

How_attentive_are_gats ⭐ 100

Code for the paper "How Attentive are Graph Attention Networks?"

Pytorch_han ⭐ 55

异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch

STAGIN: Spatio-Temporal Attention Graph Isomorphism Network

Dialog Hgat ⭐ 47

Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks

Adjacent Attention Network ⭐ 45

Graph neural network message passing reframed as a Transformer with local attention

Hyper Sagnn ⭐ 45

hypergraph representation learning, graph neural network

Representation learning on dynamic graphs using self-attention networks

Message Passing Attention Networks for Document Understanding

TensorFlow implementation of Graphical Attention Recurrent Neural Networks based on work by Cirstea et al., 2019.

⌛ Introducing Self-Attention to Target Attentive Graph Neural Networks (AISP '22)

The message passing GAN https://arxiv.org/abs/2106.11535 and generative adversarial particle transformer https://arxiv.org/abs/2211.10295 architectures for generating particle clouds

Source code for our paper "Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation" (IJCAI 2020)

Graph Transformer Psiml ⭐ 5

Transformer implemented with graph attention network layers from PyTorch Geometric

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