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Muhan Zhang's Projects

d-vae icon d-vae

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

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".

hap icon hap

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

hyperlinkprediction icon hyperlinkprediction

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

igmc icon 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 icon linkprediction

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

seal icon 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".

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