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Generating Counterfactual Hard Negative Samples for Graph Contrastive
  Learning
v1v2v3 (latest)

Generating Counterfactual Hard Negative Samples for Graph Contrastive Learning

1 July 2022
Haoran Yang
Hongxu Chen
Sixiao Zhang
Xiangguo Sun
Qian Li
Xiangyu Zhao
Guandong Xu
    SSL
ArXiv (abs)PDFHTML

Papers citing "Generating Counterfactual Hard Negative Samples for Graph Contrastive Learning"

4 / 4 papers shown
Title
Robust image representations with counterfactual contrastive learning
Robust image representations with counterfactual contrastive learning
Mélanie Roschewitz
Fabio De Sousa Ribeiro
Tian Xia
G. Khara
Ben Glocker
OODMedIm
140
2
0
16 Sep 2024
Counterfactual contrastive learning: robust representations via causal image synthesis
Counterfactual contrastive learning: robust representations via causal image synthesis
Mélanie Roschewitz
Fabio De Sousa Ribeiro
Tian Xia
G. Khara
Ben Glocker
OOD
94
5
0
14 Mar 2024
When Graph Neural Network Meets Causality: Opportunities, Methodologies
  and An Outlook
When Graph Neural Network Meets Causality: Opportunities, Methodologies and An Outlook
Wenzhao Jiang
Hao Liu
Hui Xiong
CMLAI4CE
158
3
0
19 Dec 2023
Contrastive Multi-View Representation Learning on Graphs
Contrastive Multi-View Representation Learning on Graphs
Kaveh Hassani
Amir Hosein Khas Ahmadi
SSL
257
1,310
0
10 Jun 2020
1