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Deep cut-informed graph embedding and clustering

delete2025-08-10
delete0
PRE
AI
Z
Zhiyuan Ning
Z
Z. Wang
R
Ran Zhang
P
Ping Xu
K
Kunpeng Liu
P
Pengyang Wang
W
Wei Ju
P
Pengfei Wang *
Y
Yuanchun Zhou
E
Erik Cambria
C
Chong Chen
DOI：10.1016/j.inffus.2025.103603delete
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摘要

摘要

En 中文
• 从图划分的角度研究图聚类。 • 提出一种新颖的、非GNN基础的图聚类范式，DCGC。 • 一种基于划分的图编码模块，用于融合图结构和节点属性。 • 基于最优传输的自监督图聚类。
Keyword:
graph clustering
graph cut
non-GNN-based
cut-informed encoding
optimal transport

期刊

Information Fusion 封面图
Information Fusion
IF:
15.5
论文数:
4.3K
被引数:
2.7W

机构

F
future city lab
学者数:
1
论文数: 1
被引数: 0
P
Portland State University
学者数:
3.3K
论文数: 3.3K
被引数: 5.0K
N
Nanyang Technological University
学者数:
4.9W
论文数: 4.8W
被引数: 8.1W
C
Computer Network Information Center
学者数:
70
论文数: 34
被引数: 581
S
sichuan university
学者数:
12.1W
论文数: 7.8W
被引数: 100
U
University of Macau
学者数:
1.1W
论文数: 1.3W
被引数: 2.0W
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