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2104.02478
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Topological Regularization for Graph Neural Networks Augmentation
3 April 2021
Rui Song
Fausto Giunchiglia
Kexin Zhao
Hao Xu
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Papers citing
"Topological Regularization for Graph Neural Networks Augmentation"
6 / 6 papers shown
Harnessing the Power of Noise: A Survey of Techniques and Applications
Reyhaneh Abdolazimi
Shengmin Jin
Pramod K. Varshney
Reza Zafarani
205
4
0
08 Oct 2024
A Comprehensive Survey on Data Augmentation
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024
Zaitian Wang
Pengfei Wang
Kunpeng Liu
Pengyang Wang
Yanjie Fu
Chang-Tien Lu
Charu Aggarwal
Jian Pei
Yuanchun Zhou
ViT
793
100
0
15 May 2024
GIDN: A Lightweight Graph Inception Diffusion Network for High-efficient Link Prediction
Zixiao Wang
Yuluo Guo
Jin Zhao
Yu Zhang
Hui Yu
Xiaofei Liao
Biao Wang
Ting Yu
DiffM
GNN
462
8
0
04 Oct 2022
Optimal Propagation for Graph Neural Networks
Beidi Zhao
Boxin Du
Zhe Xu
Liangyue Li
Hanghang Tong
GNN
244
0
0
06 May 2022
Graph Data Augmentation for Graph Machine Learning: A Survey
IEEE Data Engineering Bulletin (DEB), 2022
Tong Zhao
Wei Jin
Yozen Liu
Yingheng Wang
Gang Liu
Stephan Günnemann
Neil Shah
Meng Jiang
OOD
433
102
0
17 Feb 2022
ifMixup: Interpolating Graph Pair to Regularize Graph Classification
Ziqiao Wang
Yongyi Mao
291
14
0
18 Oct 2021
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