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xiaolinhan's Projects

agcrn icon agcrn

Adaptive Graph Convolutional Recurrent Network

astgcn icon astgcn

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

astgcn-r-pytorch icon astgcn-r-pytorch

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version

autost icon autost

[WWW'2023] "Automated Spatio-Temporal Graph Contrastive Learning"

awesome_chinese_medical_nlp icon awesome_chinese_medical_nlp

中文医学NLP公开资源整理:术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/模型/论文/etc

baidutraffic icon baidutraffic

This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (KDD 2018).

clustergcn icon clustergcn

A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

dcrnn icon dcrnn

Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

deepgtt icon deepgtt

DeepGTT: Learning Travel Time Distributions with Deep Generative Model

deepstn icon deepstn

Codes for AAAI 2019 DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis

dsgd icon dsgd

Dual Stochastic Gradient Descent

evolvegcn icon evolvegcn

Code for EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs

fgnn icon fgnn

An implementation FGNN.

gae icon gae

Implementation of Graph Auto-Encoders in TensorFlow

gat icon gat

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

gbk-gnn icon gbk-gnn

Code for GBK-GNN (paper accepted by WWW2022)

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

hgnn icon hgnn

Hypergraph Neural Networks (AAAI 2019)

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