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Gen Liu

Shandong University of Science and Technology

Qingdao

China

  • Shandong University of Science and Technology

SCHOLARLY PAPERS

3

DOWNLOADS

219

TOTAL CITATIONS

2

Scholarly Papers (3)

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1.

Leda-Gnn: Learnable Dual Augmentation for Graph Neural Networks

Number of pages: 14 Posted: 06 Mar 2024
Gen Liu, Zhongying Zhao, Chao Li and Yanwei Yu
Shandong University of Science and Technology, Shandong University of Science and Technology, Shandong University of Science and Technology and Ocean University of China
Downloads 87 (765,566)

Abstract:

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Graph Neural Networks, Data Augmentation, Learnable Augmentation, Dual Augmentation

2.

Encoder Augmentation for Multi-Task Graph Contrastive Learning

Downloads 73 (860,052)
Citation 1

Encoder Augmentation for Multi-Task Graph Contrastive Learning

Number of pages: 23 Posted: 14 Nov 2023
Xiaoyu Wang, Qiqi Zhang, Gen Liu, Zhongying Zhao and Hongzhi Cui
Shandong University of Science and Technology, Shandong University of Science and Technology, Shandong University of Science and Technology, Shandong University of Science and Technology and affiliation not provided to SSRN
Downloads 48 (1,119,531)
Citation 1

Abstract:

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Graph Neural Network, Graph Contrastive Learning, Data augmentation, Graph analyzing task

Encoder Augmentation for Multi-Task Graph Contrastive Learning

Number of pages: 9 Posted: 10 Apr 2024
Xiaoyu Wang, Qiqi Zhang, Gen Liu, Zhongying Zhao and Hongzhi Cui
Shandong University of Science and Technology, Shandong University of Science and Technology, Shandong University of Science and Technology, Shandong University of Science and Technology and affiliation not provided to SSRN
Downloads 25 (1,430,393)

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Graph Neural Network, Graph Contrastive Learning, Data Augmentation, Graph Analyzing Task

3.

Boosting Graph Contrastive Learning Via Adaptive Graph Augmentation and Topology-Feature-Level Homophily

Number of pages: 25 Posted: 17 Apr 2024
Shuo Sun, Gen Liu, Lingtao Su, Qiqi Zhang and Zhongying Zhao
Shandong University of Science and Technology, Shandong University of Science and Technology, Shandong University of Science and Technology, Shandong University of Science and Technology and Shandong University of Science and Technology
Downloads 59 (970,490)
Citation 1

Abstract:

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Graph Representation Learning, Graph Contrastive Learning, Adaptive Graph Augmentation, Graph Homophily