muhanzhang

SEAL_OGB

An open-source implementation of SEAL for link prediction in open graph benchmark (OGB) datasets.

D-VAE

D-VAE: A Variational Autoencoder for Directed Acyclic Graphs, NeurIPS 2019

DGCNN

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

HAP

Code for "Hierarchical Attention Propagation for Healthcare Representation Learning", KDD 2020.

HyperLinkPrediction

Code for "M. Zhang, Z. Cui, S. Jiang, and Y. Chen, Beyond Link Prediction: Predicting Hyperlinks in Adjacency Space, AAAI-2018".

IGMC

Inductive graph-based matrix completion (IGMC) from "M. Zhang and Y. Chen, Inductive Matrix Completion Based on Graph Neural Networks, ICLR 2020 spotlight".

LinkPrediction

Code for "M. Zhang, Y. Chen, Weisfeiler-Lehman Neural Machine for Link Prediction, KDD 2017 oral"

NestedGNN

pytorch_DGCNN

PyTorch implementation of DGCNN

SEAL

SEAL (learning from Subgraphs, Embeddings, and Attributes for Link prediction). "M. Zhang, Y. Chen, Link Prediction Based on Graph Neural Networks, NeurIPS 2018 spotlight".

muhanzhang/SEAL

SEAL (learning from Subgraphs, Embeddings, and Attributes for Link prediction). "M. Zhang, Y. Chen, Link Prediction Based on Graph Neural Networks, NeurIPS 2018 spotlight".

muhanzhang/pytorch_DGCNN

PyTorch implementation of DGCNN

muhanzhang/IGMC

Inductive graph-based matrix completion (IGMC) from "M. Zhang and Y. Chen, Inductive Matrix Completion Based on Graph Neural Networks, ICLR 2020 spotlight".

muhanzhang/DGCNN

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

muhanzhang/D-VAE

D-VAE: A Variational Autoencoder for Directed Acyclic Graphs, NeurIPS 2019

muhanzhang/LinkPrediction

Code for "M. Zhang, Y. Chen, Weisfeiler-Lehman Neural Machine for Link Prediction, KDD 2017 oral"

muhanzhang/NestedGNN

muhanzhang/HyperLinkPrediction

Code for "M. Zhang, Z. Cui, S. Jiang, and Y. Chen, Beyond Link Prediction: Predicting Hyperlinks in Adjacency Space, AAAI-2018".

muhanzhang/HAP

Code for "Hierarchical Attention Propagation for Healthcare Representation Learning", KDD 2020.

muhanzhang/muhanzhang.github.io

muhanzhang/pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

muhanzhang/torch7

http://torch.ch