ZhuangDingyi / graph-network-paper-listLinks
Summarize interesting graph network papers. Classified by methods and sorted by years.
☆49Updated 5 years ago
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- A pytorch implemention of GCN-GAN for temporal link prediction.☆105Updated 5 years ago
- This is a PyTorch implementation of the GeniePath model in <GeniePath: Graph Neural Networks with Adaptive Receptive Paths> (https://arxi…☆105Updated last year
- Representation learning on dynamic graphs using self-attention networks☆296Updated 2 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆97Updated 3 years ago
- PyTorch implementation of STGCN☆75Updated 5 years ago
- ☆329Updated last year
- The source code of kdd2019 project☆25Updated 4 years ago
- ☆42Updated 3 years ago
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆70Updated 4 years ago
- Reconstruction of DeepST☆105Updated 5 years ago
- Spatio-temporal modeling 论文列表（主要是graph convolution相关)☆24Updated 5 years ago
- HetETA: Heterogeneous Information Network Embedding for Estimating Time of Arrival☆114Updated 5 years ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆25Updated 2 years ago
- Efficient and Friendly Graph Neural Network Library for TensorFlow 1.x and 2.x☆506Updated 7 months ago
- ☆44Updated 4 years ago
- Pytorch implementation of DySAT: Deep Neural Representation Learning on Dynamic Graphs via Self-Attention Networks☆93Updated 3 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆209Updated 2 years ago
- implementation of STGCN for traffic prediction in IJCAI2018☆115Updated 6 years ago
- CTGCN: k-core based Temporal Graph Convolutional Network for Dynamic Graphs (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/…☆95Updated 2 years ago
- PyTorch implementation of Diffusion Convolutional Recurrent Neural Network☆50Updated 5 years ago
- ☆69Updated 3 years ago
- Source code from the CIKM 2019 article "Gravity-Inspired Graph Autoencoders for Directed Link Prediction" by G. Salha, S. Limnios, R. Hen…☆46Updated last year
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Updated 5 years ago
- [WWW 2018] DeepMove: Predicting Human Mobility with Attentional Recurrent Network☆155Updated 6 months ago
- ☆53Updated 5 years ago
- 异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch☆112Updated 2 years ago
- Spatial-Temporal Self-Attention Network☆25Updated 3 years ago
- An end-to-end deep learning model for spatial-temporal prediction☆35Updated 3 years ago
- GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks☆36Updated 6 years ago