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2405.11868
Cited By
Towards Graph Contrastive Learning: A Survey and Beyond
20 May 2024
Wei Ju
Yifan Wang
Yifang Qin
Zhengyan Mao
Zhiping Xiao
Junyu Luo
Junwei Yang
Yiyang Gu
Dongjie Wang
Qingqing Long
Siyu Yi
Xiao Luo
Ming Zhang
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Papers citing
"Towards Graph Contrastive Learning: A Survey and Beyond"
14 / 14 papers shown
Title
InfoNCE is a Free Lunch for Semantically guided Graph Contrastive Learning
Zixu Wang
Bingbing Xu
Yige Yuan
Huawei Shen
Xueqi Cheng
16
0
0
07 May 2025
A Generative Graph Contrastive Learning Model with Global Signal
Xiaofan Wei
Binyan Zhang
49
0
0
25 Apr 2025
FRASE: Structured Representations for Generalizable SPARQL Query Generation
Papa Abdou Karim Karou Diallo
Amal Zouaq
37
0
0
28 Mar 2025
Towards Graph Prompt Learning: A Survey and Beyond
Qingqing Long
Yuchen Yan
Peiyan Zhang
Chen Fang
Wentao Cui
...
Shiyue Jiang
Zheng Fang
Chong Chen
Xian-Sheng Hua
Yuanchun Zhou
AI4CE
29
0
0
26 Aug 2024
A Survey of Data-Efficient Graph Learning
Wei Ju
Siyu Yi
Yifan Wang
Qingqing Long
Junyu Luo
Zhiping Xiao
Ming Zhang
GNN
16
26
0
01 Feb 2024
Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation
Qianru Zhang
Chao Huang
Lianghao Xia
Zheng Wang
Siu-keung Yiu
Ruihua Han
AI4TS
35
13
0
19 Jun 2023
Kernel-based Substructure Exploration for Next POI Recommendation
Wei Ju
Yifang Qin
Ziyue Qiao
Xiao Luo
Yifan Wang
Yanjie Fu
Ming Zhang
40
26
0
08 Oct 2022
Empowering Graph Representation Learning with Test-Time Graph Transformation
Wei Jin
Tong Zhao
Jiayu Ding
Yozen Liu
Jiliang Tang
Neil Shah
OOD
84
59
0
07 Oct 2022
KGNN: Harnessing Kernel-based Networks for Semi-supervised Graph Classification
Wei Ju
Junwei Yang
Meng Qu
Weiping Song
Jianhao Shen
Ming Zhang
21
42
0
21 May 2022
Label-invariant Augmentation for Semi-Supervised Graph Classification
Han Yue
Chunhui Zhang
Chuxu Zhang
Hongfu Liu
22
31
0
19 May 2022
Improving Molecular Contrastive Learning via Faulty Negative Mitigation and Decomposed Fragment Contrast
Yuyang Wang
Rishikesh Magar
Chen Liang
A. Farimani
35
78
0
18 Feb 2022
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators
Yihang Yin
Qingzhong Wang
Siyu Huang
Haoyi Xiong
Xiang Zhang
35
141
0
21 Sep 2021
Label Contrastive Coding based Graph Neural Network for Graph Classification
Yuxiang Ren
Jiyang Bai
Jiawei Zhang
18
26
0
14 Jan 2021
Bipartite Graph Embedding via Mutual Information Maximization
Jiangxia Cao
Xixun Lin
Shu Guo
Luchen Liu
Tingwen Liu
Bin Wang
58
92
0
10 Dec 2020
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