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科研机构
自动化研究所 [9]
计算技术研究所 [1]
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期刊论文 [10]
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2023 [1]
2022 [3]
2021 [5]
2020 [1]
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Improving fraud detection via hierarchical attention-based Graph Neural Network
期刊论文
JOURNAL OF INFORMATION SECURITY AND APPLICATIONS, 2023, 卷号: 72, 页码: 10
作者:
Liu, Yajing
;
Sun, Zhengya
;
Zhang, Wensheng
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2023/02/22
Graph Neural Networks
Fraud detection
Attention mechanism
VGN: Value Decomposition With Graph Attention Networks for Multiagent Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 14
作者:
Wei, Qinglai
;
Li, Yugu
;
Zhang, Jie
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/07/25
Mathematical models
Task analysis
Games
Q-learning
Neural networks
Behavioral sciences
Training
Deep learning
graph attention networks (GATs)
multiagent systems
reinforcement learning
Attention Enhanced Reinforcement Learning for Multi agent Cooperation
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:
Pu, Zhiqiang
;
Wang, Huimu
;
Liu, Zhen
;
Yi, Jianqiang
;
Wu, Shiguang
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  |  
浏览/下载:23/0
  |  
提交时间:2022/06/06
Training
Reinforcement learning
Games
Scalability
Task analysis
Standards
Optimization
Attention mechanism
deep reinforcement learning (DRL)
graph convolutional networks
multi agent systems
Attention enhanced reinforcement learning for multi-agent cooperation
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 期号: 2022, 页码: 1-15
作者:
Zhiqiang Pu
;
Huimu Wang
;
Zhen Liu
;
Jianqiang Yi
;
Shiguang Wu
收藏
  |  
浏览/下载:53/0
  |  
提交时间:2022/04/02
Attention mechanism
deep reinforcement learning (DRL)
graph convolutional networks
multi agent systems
GL-GCN: Global and Local Dependency Guided Graph Convolutional Networks for aspect-based sentiment classification
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2021, 卷号: 186, 页码: 11
作者:
Zhu, Xiaofei
;
Zhu, Ling
;
Guo, Jiafeng
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  |  
浏览/下载:46/0
  |  
提交时间:2021/12/01
Graph convolutional networks
Aspect-based sentiment classification
Attention mechanism
Sentiment analysis
Learning to Model Relationships for Zero-Shot Video Classification
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 10, 页码: 3476-3491
作者:
Gao, Junyu
;
Zhang, Tianzhu
;
Xu, Changsheng
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  |  
浏览/下载:60/0
  |  
提交时间:2021/11/04
Zero-shot video classification
graph neural networks
zero-shot learning
deep attention model
Heterogeneous Relational Graph Neural Networks with Adaptive Objective for End-to-End Task-Oriented Dialogue
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 227, 页码: 12
作者:
Liu, Qingbin
;
Bai, Guirong
;
He, Shizhu
;
Liu, Cao
;
Liu, Kang
收藏
  |  
浏览/下载:55/0
  |  
提交时间:2021/11/02
End-to-end task-oriented dialogue
Heterogeneous relational graph neural
networks
Shared-private parameterization
Hierarchical attention mechanism
Adaptive objective
AST-GNN: An attention-based spatio-temporal graph neural network for Interaction-aware pedestrian trajectory prediction
期刊论文
NEUROCOMPUTING, 2021, 卷号: 445, 页码: 298-308
作者:
Zhou, Hao
;
Ren, Dongchun
;
Xia, Huaxia
;
Fan, Mingyu
;
Yang, Xu
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2021/08/15
Pedestrian trajectory prediction
Graph neural networks
Spatio-temporal graph
Graph attention
Joint stroke classification and text line grouping in online handwritten documents with edge pooling attention networks
期刊论文
Pattern Recognition, 2021, 卷号: 114, 期号: 114, 页码: 107859
作者:
Jun-Yu Ye
;
Yan-Ming Zhang
;
Qing Yang
;
Cheng-Lin Liu
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2021/03/30
Online handwritten documents
Stroke classification
Text line grouping
Graph neural networks
Edge pooling attention networks
Contextual Stroke Classification in Online Handwritten Documents with Edge Graph Attention Networks
期刊论文
SN Computer Science, 2020, 期号: 1, 页码: 1
作者:
Jun-Yu Ye
;
Yan-Ming Zhang
;
Qing Yang
;
Cheng-Lin Liu
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2021/03/30
Online handwritten document
stroke classification
graph attention networks
structured prediction
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