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21

126

mit

3

[TPAMI 2022] "Bag of Tricks for Training Deeper Graph Neural Networks A Comprehensive Benchmark Study" by Tianlong Chen*, Kaixiong Zhou*, Keyu Duan, Wenqing Zheng, Peihao Wang, Xia Hu, Zhangyang Wang

ogb dropout benchmark normalization training-tricks skip-connections deep-graph-library deep-graph-networks graph-neural-networks

Created 2021-08-12

31 commits to main branch, last one 2 years ago

gae-dgl shionhonda

12

65

mit

4

Reimplementation of Graph Autoencoder by Kipf & Welling with DGL.

dgl python pytorch deep-learning deep-graph-library graph-neural-networks graph-convolutional-networks

Created 2019-05-22

27 commits to master branch, last one 4 years ago

LPGNN sisaman

15

43

mit

3

Locally Private Graph Neural Networks (ACM CCS 2021)

pytorch deep-learning pytorch-geometric deep-graph-library graph-deep-learning differential-privacy graph-neural-networks

Created 2020-04-01

799 commits to master branch, last one 10 months ago