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TopoGCL: Topological Graph Contrastive Learning

TopoGCL: Topological Graph Contrastive Learning

25 June 2024
Yuzhou Chen
José Frías
Yulia R. Gel
ArXivPDFHTML

Papers citing "TopoGCL: Topological Graph Contrastive Learning"

6 / 6 papers shown
Title
Structure-preserving contrastive learning for spatial time series
Structure-preserving contrastive learning for spatial time series
Yiru Jiao
S. Cranenburgh
Simeon C. Calvert
H. Lint
AI4TS
92
0
0
10 Feb 2025
Enhancing Graph Self-Supervised Learning with Graph Interplay
Enhancing Graph Self-Supervised Learning with Graph Interplay
Xinjian Zhao
Wei Pang
Xiangru Jian
Yaoyao Xu
Chaolong Ying
Tianshu Yu
53
0
0
17 Jan 2025
Tensor-Fused Multi-View Graph Contrastive Learning
Tensor-Fused Multi-View Graph Contrastive Learning
Yujia Wu
Junyi Mo
Elynn Chen
Yuzhou Chen
29
1
0
20 Oct 2024
AutoGCL: Automated Graph Contrastive Learning via Learnable View
  Generators
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators
Yihang Yin
Qingzhong Wang
Siyu Huang
Haoyi Xiong
Xiang Zhang
47
143
0
21 Sep 2021
SPAGAN: Shortest Path Graph Attention Network
SPAGAN: Shortest Path Graph Attention Network
Yiding Yang
Xinchao Wang
Xiuming Zhang
Junsong Yuan
Dacheng Tao
GNN
144
96
0
10 Jan 2021
Statistical topological data analysis using persistence landscapes
Statistical topological data analysis using persistence landscapes
Peter Bubenik
112
846
0
27 Jul 2012
1