Paper "graph contrastive learning" Papers

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A Simple Graph Contrastive Learning Framework for Short Text Classification

Yonghao Liu, Fausto Giunchiglia, Lan Huang et al.

AAAI 2025paperarXiv:2501.09219
5
citations

Edge Contrastive Learning: An Augmentation-Free Graph Contrastive Learning Model

Yujun Li, Hongyuan Zhang, Yuan Yuan

AAAI 2025paperarXiv:2412.11075
5
citations

Revisiting Graph Contrastive Learning on Anomaly Detection: A Structural Imbalance Perspective

Yiming Xu, Zhen Peng, Bin Shi et al.

AAAI 2025paperarXiv:2507.14677
8
citations

Single-View Graph Contrastive Learning with Soft Neighborhood Awareness

Qingqiang Sun, Chaoqi Chen, Ziyue Qiao et al.

AAAI 2025paperarXiv:2412.09261
4
citations

SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning

Tianhao Peng, Xuhong Li, Haitao Yuan et al.

AAAI 2025paperarXiv:2503.10100
4
citations

Graph Contrastive Invariant Learning from the Causal Perspective

9672 Yanhu Mo, Xiao Wang, Shaohua Fan et al.

AAAI 2024paperarXiv:2401.12564
24
citations

Hierarchical Topology Isomorphism Expertise Embedded Graph Contrastive Learning

Jiangmeng Li, Yifan Jin, Hang Gao et al.

AAAI 2024paperarXiv:2312.14222
9
citations

Rethinking Graph Masked Autoencoders through Alignment and Uniformity

Liang Wang, Xiang Tao, Qiang Liu et al.

AAAI 2024paperarXiv:2402.07225
32
citations

TopoGCL: Topological Graph Contrastive Learning

Yuzhou Chen, Jose Frias, Yulia Gel

AAAI 2024paperarXiv:2406.17251
30
citations