Muhan Zhang (@muhanzhang)
github

muhanzhang

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  • Stars
    star
    1,488
  • Global Rank 20,746 (Top 0.8 %)
  • Followers 333
  • Following 15
  • Registered over 8 years ago
  • Most used languages
    Python
         55.6 %
    C
         22.2 %
    MATLAB
         22.2 %

Top repositories

1

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".
C
479
star
2

pytorch_DGCNN

PyTorch implementation of DGCNN
Python
318
star
3

IGMC

Inductive graph-based matrix completion (IGMC) from "M. Zhang and Y. Chen, Inductive Matrix Completion Based on Graph Neural Networks, ICLR 2020 spotlight".
Python
314
star
4

DGCNN

Code for "M. Zhang, Z. Cui, M. Neumann, and Y. Chen, An End-to-End Deep Learning Architecture for Graph Classification, AAAI-18".
MATLAB
153
star
5

D-VAE

D-VAE: A Variational Autoencoder for Directed Acyclic Graphs, NeurIPS 2019
Python
103
star
6

LinkPrediction

Code for "M. Zhang, Y. Chen, Weisfeiler-Lehman Neural Machine for Link Prediction, KDD 2017 oral"
C
53
star
7

NestedGNN

Python
41
star
8

HyperLinkPrediction

Code for "M. Zhang, Z. Cui, S. Jiang, and Y. Chen, Beyond Link Prediction: Predicting Hyperlinks in Adjacency Space, AAAI-2018".
MATLAB
20
star
9

HAP

Code for "Hierarchical Attention Propagation for Healthcare Representation Learning", KDD 2020.
Python
7
star