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Rethinking and Scaling Up Graph Contrastive Learning: An Extremely
  Efficient Approach with Group Discrimination
v1v2 (latest)

Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination

Neural Information Processing Systems (NeurIPS), 2022
3 June 2022
Yizhen Zheng
Shirui Pan
Vincent C. S. Lee
Yu Zheng
Philip S. Yu
ArXiv (abs)PDFHTML

Papers citing "Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination"

6 / 56 papers shown
Title
Towards Generalizable Graph Contrastive Learning: An Information Theory
  Perspective
Towards Generalizable Graph Contrastive Learning: An Information Theory PerspectiveNeural Networks (NN), 2022
Yige Yuan
Bingbing Xu
Huawei Shen
Qi Cao
Keting Cen
Wen Zheng
Xueqi Cheng
177
13
0
20 Nov 2022
Graph Sequential Neural ODE Process for Link Prediction on Dynamic and
  Sparse Graphs
Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse GraphsWeb Search and Data Mining (WSDM), 2022
Linhao Luo
Reza Haffari
Shirui Pan
AI4TS
187
37
0
15 Nov 2022
GOOD-D: On Unsupervised Graph Out-Of-Distribution Detection
GOOD-D: On Unsupervised Graph Out-Of-Distribution DetectionWeb Search and Data Mining (WSDM), 2022
Yixin Liu
Kaize Ding
Huan Liu
Shirui Pan
196
73
0
08 Nov 2022
Unifying Graph Contrastive Learning with Flexible Contextual Scopes
Unifying Graph Contrastive Learning with Flexible Contextual ScopesIndustrial Conference on Data Mining (IDM), 2022
Yizhen Zheng
Yu Zheng
Xiaofei Zhou
Chen Gong
V. Lee
Shirui Pan
223
18
0
17 Oct 2022
Federated Learning from Pre-Trained Models: A Contrastive Learning
  Approach
Federated Learning from Pre-Trained Models: A Contrastive Learning ApproachNeural Information Processing Systems (NeurIPS), 2022
Yue Tan
Guodong Long
Jie Ma
Lu Liu
Tianyi Zhou
Jing Jiang
FedML
252
242
0
21 Sep 2022
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
692
1,556
0
10 Jun 2020
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