Graph Contrastive Learning with Implicit Augmentations

Graph Contrastive Learning with Implicit Augmentations

7 November 2022

Ke Chen

Junbin Gao

Papers citing "Graph Contrastive Learning with Implicit Augmentations"

8 / 8 papers shown

Title
VGFL-SA: Vertical Graph Federated Learning Structure Attack Based on Contrastive Learning Yang Chen Bin Zhou AAML FedML 38 0 0 24 Feb 2025
Negative-Free Self-Supervised Gaussian Embedding of Graphs Yunhui Liu Tieke He Tao Zheng Jianhua Zhao SSL 38 1 0 02 Nov 2024
From Overfitting to Robustness: Quantity, Quality, and Variety Oriented Negative Sample Selection in Graph Contrastive Learning Adnan Ali Jinlong Li Huanhuan Chen Ali Kashif Bashir 43 1 0 21 Jun 2024
Dual-perspective Cross Contrastive Learning in Graph Transformers Zelin Yao Chuang Liu Xueqi Ma Mukun Chen Jia Wu Xiantao Cai Bo Du Wenbin Hu 43 0 0 01 Jun 2024
Node-based Knowledge Graph Contrastive Learning for Medical Relationship Prediction Zhiguang Fan Yuedong Yang Mingyuan Xu Hongming Chen 22 1 0 16 Oct 2023
Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure K. Liang Yue Liu Sihang Zhou Wenxuan Tu Yi Wen Xihong Yang Xiang Dong Xinwang Liu 24 76 0 19 Nov 2022
Augmentation-Free Self-Supervised Learning on Graphs Namkyeong Lee Junseok Lee Chanyoung Park 62 203 0 05 Dec 2021
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators Yihang Yin Qingzhong Wang Siyu Huang Haoyi Xiong Xiang Zhang 44 143 0 21 Sep 2021