Searchgraph convolution networkreturned 13 results

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1

Relation extraction method integrating liquid neural networks and hierarchical graph convolution

融合液态神经网络与多层级图卷积的关系抽取方法

Li Ziliang

Li Xingchun

relation extraction

liquid neural network

graph convolution network

pre-trained model

attention gating

MLP

No. 1, 2026 : 69-75 doi:10.19734/j.issn.1001-3695.2025.06.0183

2

Ambiguous action recognition under multi-input-branch skeleton feature

多分支骨架特征输入下的歧义行为识别

Wang Chaoya

Han Hua

Wang Chunyuan

Tian Jin

skeleton recognition

graph convolution network

multiple-input-branches

ambiguous action

ambiguous feature refinement

No. 11, 2025 : 3497-3505 doi:10.19734/j.issn.1001-3695.2025.03.0056

3

Dynamic population hypergraph convolutional network for autism spectrum disorder diagnosis

基于动态人群超图卷积网络的自闭症诊断方法

Wang Guohua

Wang Lifang

Xue Xiaohong

Wang Qianshan

Li Haifang

austim spectrum disorder(ASD) diagnosis

dynamic hypergraph convolution network

functional magnetic resonance imaging

dynamic amplitude of low frequency fluctuation

No. 5, 2025 : 1356-1362 doi:10.19734/j.issn.1001-3695.2024.11.0427

4

Traffic prediction model considering spatial correlation of non-neighboring nodes

考虑非邻近节点空间相关性的交通流预测模型

Yan Guanghui

Li Hongtao

Zhang Bin

Chang Wenwen

traffic prediction

hypergraph theory

graph convolution network(GCN)

No. 3, 2025 : 825-833 doi:10.19734/j.issn.1001-3695.2024.07.0261

5

Flight delay prediction model based on improved dual dynamic spatial-temporal graph network

基于改进双动态时空图网络的航班延误预测模型

Wei Ming

Xu Ziqing

Sun Bo

air transportation

flight delay prediction

graph convolution network

hyper graph convolution network

multi graph information fusion

No. 2, 2025 : 365-370 doi:10.19734/j.issn.1001-3695.2024.06.0282

6

Traffic flow prediction model based on combining periodic graph convolution network and multi-head attention GRU

基于周期图卷积与多头注意力GRU组合的交通流量预测模型

Zhong Linlan

Zhang Anqin

Tian Xiuxia

traffic flow prediction

graph convolutional network(GCN)

multi-head attention mechanism

gated recurrent unit(GRU)

gated fusion mechanism

spatial-temporal fusion

No. 4, 2024 : 1041-1046 doi:10.19734/j.issn.1001-3695.2023.08.0362

7

Session-based recommendation algorithm based on hypergraph convolution network and target multi-intention perception

基于超图卷积网络和目标多意图感知的会话推荐算法

Wang Lunkang

Gao Maoting

graph neural network

session-based recommendation

intent disentanglement

attention mechanism

selfsupervised learning

No. 1, 2024 : 32-38,44 doi:10.19734/j.issn.1001-3695.2023.05.0199

8

Consistency based graph convolution network for multimodal emotion recognition in conversation

基于一致性图卷积模型的多模态对话情绪识别

Tan Xiaocong

Guo Junjun

Xian Yantuan

Xiang Yan

multimodal

emotion recognition

consistency constraint

graph convolution network

sentiment analysis

No. 10, 2023 : 3100-3106 doi:10.19734/j.issn.1001-3695.2023.02.0064

9

Information diffusion prediction based on hypergraph attention mechanism and graph convolution network

融合超图注意力机制与图卷积网络的信息扩散预测

Miao Chenxiang

Liu Xiaoyang

hypergraph

graph convolutional network

gating mechanism

multi-head attention mechanism

diffusion prediction

No. 6, 2023 : 1715-1720 doi:10.19734/j.issn.1001-3695.2022.10.0510

10

Mining of dual data flow graph combined with sequence information and detection method of malwares

恶意软件的时序对偶数据流图挖掘及其检测方法

Lu Faming

Jiang Tingting

Bao Yunxia

Cui Haidong

Cai Chaoyang

malware detection

process mining

dual data flow graph combined with sequence information

graph convolution network

No. 6, 2023 : 1829-1836 doi:10.19734/j.issn.1001-3695.2022.10.0561

11

Chinese sign language translation method fusing adaptive graph convolution and Transformer sequence model

融合自适应图卷积与Transformer序列模型的中文手语翻译方法

Ying Jie

Xu Wencheng

Yang Haima

Liu Jin

Zheng Leqian

sign language translation

adaptive graph convolution network

Transformer temporal model

keyframes extraction

pose estimation

No. 5, 2023 : 1589-1594,1600 doi:10.19734/j.issn.1001-3695.2022.08.0463

12

Skeleton recognition model based on enhanced graph convolution

基于增强型图卷积的骨架识别模型

Lan Hong

He Fan

Zhang Pufen

action recognition

graph convolution networks

attentional enhancement

multi-stream

No. 12, 2021 : 3791-3795,3825 doi:10.19734/j.issn.1001-3695.2021.04.0154

13

Aspect level sentiment analysis based on distance and graph convolution network

基于距离与图卷积网络的方面级情感分析

Wu Haosheng

Miao Yuqing

Zhang Wanzhen

Zhou Ming

Wen Yimin

aspect level sentiment analysis

graph convolutional network

syntactic dependence

bidirectional long-short-term memory network

distance

No. 11, 2021 : 3274-3278,3321 doi:10.19734/j.issn.1001-3695.2021.04.0150