Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
2403.04468
Cited By
A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges
7 March 2024
Wei Ju
Siyu Yi
Yifan Wang
Zhiping Xiao
Zhengyan Mao
Hourun Li
Yiyang Gu
Yifang Qin
Nan Yin
Senzhang Wang
Xinwang Liu
Xiao Luo
Philip S. Yu
Ming Zhang
AI4CE
Re-assign community
ArXiv
PDF
HTML
Papers citing
"A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges"
15 / 65 papers shown
Title
Membership Inference Attack on Graph Neural Networks
Iyiola E. Olatunji
Wolfgang Nejdl
Megha Khosla
AAML
55
100
0
17 Jan 2021
Uncertainty Aware Semi-Supervised Learning on Graph Data
Xujiang Zhao
Feng Chen
Shu Hu
Jin-Hee Cho
UQCV
EDL
BDL
168
132
0
24 Oct 2020
Adversarial Privacy Preserving Graph Embedding against Inference Attack
Kaiya Li
Guangchun Luo
Yang Ye
Wei Li
Shihao Ji
Zhipeng Cai
18
52
0
30 Aug 2020
Disentangled Graph Collaborative Filtering
Xiang Wang
Hongye Jin
An Zhang
Xiangnan He
Tong Xu
Tat-Seng Chua
67
539
0
03 Jul 2020
Bootstrap your own latent: A new approach to self-supervised Learning
Jean-Bastien Grill
Florian Strub
Florent Altché
Corentin Tallec
Pierre Harvey Richemond
...
M. G. Azar
Bilal Piot
Koray Kavukcuoglu
Rémi Munos
Michal Valko
SSL
306
6,718
0
13 Jun 2020
DropEdge: Towards Deep Graph Convolutional Networks on Node Classification
Yu Rong
Wenbing Huang
Tingyang Xu
Junzhou Huang
93
1,323
0
25 Jul 2019
On the equivalence between graph isomorphism testing and function approximation with GNNs
Zhengdao Chen
Soledad Villar
Lei Chen
Joan Bruna
75
278
0
29 May 2019
Learning Graph Neural Networks with Noisy Labels
Hoang NT
C. J. Jin
T. Murata
NoLa
28
47
0
05 May 2019
AliGraph: A Comprehensive Graph Neural Network Platform
Rong Zhu
Kun Zhao
Hongxia Yang
Wei Lin
Chang Zhou
Baole Ai
Yong Li
Jingren Zhou
GNN
97
387
0
23 Feb 2019
How does Disagreement Help Generalization against Label Corruption?
Xingrui Yu
Bo Han
Jiangchao Yao
Gang Niu
Ivor W. Tsang
Masashi Sugiyama
NoLa
45
778
0
14 Jan 2019
How Powerful are Graph Neural Networks?
Keyulu Xu
Weihua Hu
J. Leskovec
Stefanie Jegelka
GNN
199
7,554
0
01 Oct 2018
Link Prediction Based on Graph Neural Networks
Muhan Zhang
Yixin Chen
GNN
70
1,912
0
27 Feb 2018
Graph Attention Networks
Petar Velickovic
Guillem Cucurull
Arantxa Casanova
Adriana Romero
Pietro Lio
Yoshua Bengio
GNN
388
19,991
0
30 Oct 2017
Semi-Supervised Classification with Graph Convolutional Networks
Thomas Kipf
Max Welling
GNN
SSL
540
28,901
0
09 Sep 2016
Communication-Efficient Learning of Deep Networks from Decentralized Data
H. B. McMahan
Eider Moore
Daniel Ramage
S. Hampson
Blaise Agüera y Arcas
FedML
251
17,328
0
17 Feb 2016
Previous
1
2