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自动化研究所 [21]
北京大学 [4]
数学与系统科学研究院 [4]
新疆理化技术研究所 [4]
山东大学 [4]
西安交通大学 [3]
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期刊论文 [36]
会议论文 [11]
学位论文 [3]
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Graph meets probabilistic generation model: A new perspective for graph disentanglement
期刊论文
PATTERN RECOGNITION, 2024, 卷号: 148, 页码: 11
作者:
Peng, Zouzhang
;
Zheng, Shuai
;
Zhu, Zhenfeng
;
Liu, Zhizhe
;
Cheng, Jian
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/02/22
Graph representation learning
Graph disentanglement
Probabilistic generation model
Graph-guided deep hashing networks for similar patient retrieval
期刊论文
Computers in Biology and Medicine, 2024, 卷号: 169, 页码: 107865
作者:
Gu, Yifan
;
Yang, Xuebing
;
Sun, Mengxuan
;
Wang, Chutong
;
Yang, Hongyu
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  |  
浏览/下载:0/0
  |  
提交时间:2024/05/28
Similar patient retrieval
Deep hashing
Graph neural networks
Patient representation learning
Electronic health records
Comprehensive Relation Modelling for Image Paragraph Generation
期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 369-382
作者:
Xianglu Zhu
;
Zhang Zhang
;
Wei Wang
;
Zilei Wang
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  |  
浏览/下载:0/0
  |  
提交时间:2024/04/23
Image paragraph generation, visual relationship, scene graph, graph convolutional network (GCN), long short-term memory
Spatial-temporal knowledge graph network for event prediction
期刊论文
NEUROCOMPUTING, 2023, 卷号: 553, 页码: 11
作者:
Huai, Zepeng
;
Zhang, Dawei
;
Yang, Guohua
;
Tao, Jianhua
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  |  
浏览/下载:5/0
  |  
提交时间:2023/11/17
Multi -event prediction
Knowledge graph
Dynamic graph embedding
Unsupervised Graph Representation Learning with Cluster-aware Self-training and Refining
期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2023, 卷号: 14, 期号: 5, 页码: 21
作者:
Zhu, Yanqiao
;
Xu, Yichen
;
Yu, Feng
;
Liu, Qiang
;
Wu, Shu
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  |  
浏览/下载:3/0
  |  
提交时间:2023/12/21
Cluster-aware self-training and refining
unsupervised learning
graph representation learning
Prediction and Calibration: Complex Reasoning over Knowledge Graph with Bi-directional Directed Acyclic Graph Neural Network
会议论文
Toronto, Canada, 2023.07.09-2023.07.14
作者:
Yao Xu
;
Shizhu HE
;
Li Cai
;
Kang Liu
;
Jun Zhao
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  |  
浏览/下载:0/0
  |  
提交时间:2024/06/20
STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 226-238
作者:
Zebing Wei
;
Hongxia Zhao
;
Zhishuai Li
;
Xiaojie Bu
;
Yuanyuan Chen
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  |  
浏览/下载:15/0
  |  
提交时间:2023/01/03
Deep learning
graph neural network (GNN)
multi-stream
spatial-temporal feature extraction
temporal graph
traffic prediction
DyGCN: Efficient Dynamic Graph Embedding with Graph Convolutional Network
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 卷号: 35, 期号: 4, 页码: 4635 - 4646
作者:
Zeyu Cui
;
Zekun Li
;
Shu Wu(吴书)
;
Xiaoyu Zhang
;
Qiang Liu
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  |  
浏览/下载:0/0
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提交时间:2024/06/20
Cross-Network Skip-Gram Embedding for Joint Network Alignment and Link Prediction
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 3, 页码: 1080-1095
作者:
Du, Xingbo
;
Yan, Junchi
;
Zhang, Rui
;
Zha, Hongyuan
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  |  
浏览/下载:16/0
  |  
提交时间:2022/04/02
Task analysis
Predictive models
Social network services
Peer-to-peer computing
Optimization
Computational modeling
Computer science
Link prediction
network alignment
cross-network embedding
skip-gram
biased random walk
HackGAN: Harmonious Cross-Network Mapping Using CycleGAN With Wasserstein-Procrustes Learning for Unsupervised Network Alignment
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 14
作者:
Yang, Linyao
;
Wang, Xiao
;
Zhang, Jun
;
Yang, Jun
;
Xu, Yancai
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  |  
浏览/下载:48/0
  |  
提交时间:2022/03/17
Task analysis
Optimization
Generative adversarial networks
Computational modeling
Automation
Training
Standards
Embedding
generative adversarial network
network alignment (NA)
optimal transport
unsupervised learning
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