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argf_multimodal_fusion icon argf_multimodal_fusion

codes for: Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion

astgcn icon astgcn

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019

clustered_ccrf_model icon clustered_ccrf_model

The implementation of proposed model in paper Yi, F., Yu, Z., et al. An Integrated Model for Crime Prediction Using Temporal and Spatial Factors. In 2018 IEEE International Conference on Data Mining (ICDM) (pp. 1386-1391). IEEE.

dgcnn icon dgcnn

Code for "M. Zhang, Z. Cui, M. Neumann, and Y. Chen, An End-to-End Deep Learning Architecture for Graph Classification, AAAI-18".

gat icon gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

graphsage icon graphsage

Representation learning on large graphs using stochastic graph convolutions.

mv-region-embedding icon mv-region-embedding

code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)

sgc icon sgc

official implementation for the paper "Simplifying Graph Convolutional Networks"

stsgcn icon stsgcn

AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting

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