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Learning Graph Augmentations to Learn Graph Representations

Learning Graph Augmentations to Learn Graph Representations

24 January 2022
Kaveh Hassani
Amir Hosein Khas Ahmadi
ArXiv (abs)PDFHTMLGithub (3★)

Papers citing "Learning Graph Augmentations to Learn Graph Representations"

7 / 7 papers shown
Structure-Aware Consensus Network on Graphs with Few Labeled Nodes
Structure-Aware Consensus Network on Graphs with Few Labeled Nodes
Shuaike Xu
Xiaolin Zhang
Peng Zhang
Kun Zhan
385
2
0
02 Jul 2024
Architecture Matters: Uncovering Implicit Mechanisms in Graph
  Contrastive Learning
Architecture Matters: Uncovering Implicit Mechanisms in Graph Contrastive LearningNeural Information Processing Systems (NeurIPS), 2023
Xiaojun Guo
Yifei Wang
Zeming Wei
Yisen Wang
270
17
0
05 Nov 2023
Data Augmentation on Graphs: A Technical Survey
Data Augmentation on Graphs: A Technical SurveyACM Computing Surveys (ACM CSUR), 2022
Jiajun Zhou
Chenxuan Xie
Shengbo Gong
Z. Wen
Xiangyu Zhao
Qi Xuan
Xiaoniu Yang
AI4TS
372
28
0
20 Dec 2022
Graph Data Augmentation for Graph Machine Learning: A Survey
Graph Data Augmentation for Graph Machine Learning: A SurveyIEEE Data Engineering Bulletin (DEB), 2022
Tong Zhao
Wei Jin
Yozen Liu
Yingheng Wang
Gang Liu
Stephan Günnemann
Neil Shah
Meng Jiang
OOD
425
102
0
17 Feb 2022
Data Augmentation for Deep Graph Learning: A Survey
Data Augmentation for Deep Graph Learning: A SurveySIGKDD Explorations (SIGKDD Explor.), 2022
Kaize Ding
Zhe Xu
Hanghang Tong
Huan Liu
OODGNN
384
279
0
16 Feb 2022
Augmentations in Graph Contrastive Learning: Current Methodological
  Flaws & Towards Better Practices
Augmentations in Graph Contrastive Learning: Current Methodological Flaws & Towards Better PracticesThe Web Conference (WWW), 2021
Puja Trivedi
Ekdeep Singh Lubana
Yujun Yan
Yaoqing Yang
Danai Koutra
204
59
0
05 Nov 2021
Contrastive Multi-View Representation Learning on Graphs
Contrastive Multi-View Representation Learning on GraphsInternational Conference on Machine Learning (ICML), 2020
Kaveh Hassani
Amir Hosein Khas Ahmadi
SSL
935
1,632
0
10 Jun 2020
1
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