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pytorch_DGCNN Public
PyTorch implementation of DGCNN
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IGMC Public
Inductive graph-based matrix completion (IGMC) from "M. Zhang and Y. Chen, Inductive Matrix Completion Based on Graph Neural Networks, ICLR 2020 spotlight".
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SEAL Public
SEAL (learning from Subgraphs, Embeddings, and Attributes for Link prediction). "M. Zhang, Y. Chen, Link Prediction Based on Graph Neural Networks, NeurIPS 2018 spotlight".
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HAP Public
Code for "Hierarchical Attention Propagation for Healthcare Representation Learning", KDD 2020.
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pytorch_geometric Public
Forked from pyg-team/pytorch_geometricGeometric Deep Learning Extension Library for PyTorch
Python MIT License UpdatedOct 16, 2020 -
D-VAE Public
D-VAE: A Variational Autoencoder for Directed Acyclic Graphs, NeurIPS 2019
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LinkPrediction Public
Code for "M. Zhang, Y. Chen, Weisfeiler-Lehman Neural Machine for Link Prediction, KDD 2017 oral"
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HyperLinkPrediction Public
Code for "M. Zhang, Z. Cui, S. Jiang, and Y. Chen, Beyond Link Prediction: Predicting Hyperlinks in Adjacency Space, AAAI-2018".
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DGCNN Public
Code for "M. Zhang, Z. Cui, M. Neumann, and Y. Chen, An End-to-End Deep Learning Architecture for Graph Classification, AAAI-18".
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