Searchnode classificationreturned 11 results

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1

Graph Transformer technology and research progress: from fundamental theory to cutting-edge applications

Graph Transformer技术与研究进展：从基础理论到前沿应用

You Hao

Ding Cangfeng

Ma Lerong

Yan Zhaoyao

Cao Lu

graph neural network(GNN)

Graph Transformer

graph representation learning

node classification

No. 4, 2025 : 975-986 doi:10.19734/j.issn.1001-3695.2024.08.0291

2

Graph diffusion node classification algorithm based on Ollivier-Ricci curvature

基于Ollivier-Ricci曲率的图扩散节点分类算法

Sun Ning

Li Yinxuan

Zhang Shuai

Tang Xuan

Wei Xian

graph neural network

graph diffusion

Ollivier-Ricci curvature

node classification

No. 1, 2025 : 165-170 doi:10.19734/j.issn.1001-3695.2024.06.0192

3

Semi-supervised hypergraph node classification based on dynamic hypergraph wavelet neural network

基于动态超图小波神经网络的半监督超图节点分类

Pang Jun

Cheng Jun'ao

Lin Xiaoli

Wang Mengxiang

hypergraph

semi-supervised learning

node classification

wavelet transform

No. 12, 2024 : 3735-3741 doi:10.19734/j.issn.1001-3695.2024.05.0129

4

Multi-teacher learning graph neural network based on feature and graph structure information augmentation

基于特征和图结构信息增强的多教师学习图神经网络

Zhang Jiajie

Guo Yi

Wang Jiahui

graph neural network

knowledge distillation

data augmentation

node classification

No. 7, 2023 : 2013-2018 doi:10.19734/j.issn.1001-3695.2022.11.0765

5

Node classification method of higher order network based on graph attention

基于图注意力的高阶网络节点分类方法

Chen Dongyang

Guo Jinli

simplicial complex

higher-order network

attention mechanism

graph neural network

node classification

No. 4, 2023 : 1095-1100,1136 doi:10.19734/j.issn.1001-3695.2022.09.0455

6

Graph attention network representation learning with node similarity

基于节点相似性的图注意力网络表示学习模型

Liu Yuan

Zhao Zijuan

Yang Kai

graph attention network

network representation learning

node classification

node similarity

attention mechanism

No. 3, 2023 : 822-827 doi:10.19734/j.issn.1001-3695.2022.07.0403

7

Preserving link prediction similarity matrix for attribute network embedding

融合链接预测相似度矩阵的属性网络嵌入算法

Wu Jiehua

Gao Xueqin

Wang Tao

network embedding

attribute network

representation learning

similarity matrix

node classification

No. 4, 2022 : 1080-1085 doi:10.19734/j.issn.1001-3695.2021.07.0377

8

Ensemble learning framework for graph neural network with feature and structure enhancement

基于特征和结构信息增强的图神经网络集成学习框架

Zhang Jiajie

Guo Yi

Wang Jiahui

Wang Yu

graph neural network

ensemble learning

feature similarity graph

node classification

No. 3, 2022 : 668-674 doi:10.19734/j.issn.1001-3695.2021.09.0352

9

Social network node classification method based on heterogeneous dynamic graph

基于异构动态图模型的社交网络节点分类方法

Cai Ruichu

Li Shuo

Xu Boyan

social network

node classification

graph neural network

graph representation

No. 9, 2021 : 2635-2639,2645 doi:10.19734/j.issn.1001-3695.2021.01.0025

10

Node classification method in social network based on graph embedding and support vector machine

基于图嵌入与支持向量机的社交网络节点分类方法

Zhang Tao

Yu Jiong

Liao Bin

Yu Guanglei

Bi Xuehua

social networks

node classification

graph embedding

SVM

implicit relationship features

No. 9, 2021 : 2646-2650,2661 doi:10.19734/j.issn.1001-3695.2021.01.0031

11

Semi-supervised node classification based geometric neighbor

基于几何邻居的半监督节点分类

Cheng Tianying

Wang Qian

Yuan Ding

feature representation

node classification

semi-supervised learning

random walk

network analysis

No. 9, 2020 : 2595-2599 doi:10.19734/j.issn.1001-3695.2019.03.0110