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科研机构
自动化研究所 [9]
兰州理工大学 [1]
数学与系统科学研究院 [1]
合肥物质科学研究院 [1]
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期刊论文 [12]
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2022 [12]
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发表日期:2022
内容类型:期刊论文
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Feature-Contrastive Graph Federated Learning: Responsible AI in Graph Information Analysis
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 11
作者:
Zeng, Xingjie
;
Zhou, Tao
;
Bao, Zhicheng
;
Zhao, Hongwei
;
Chen, Leiming
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/02/22
Federated learning
Data models
Artificial intelligence
Graph neural networks
Training
Learning systems
Servers
graph neural networks
responsible artificial intelligence (AI)
weight divergence
weight similarity evaluation
SLAN: Similarity-aware aggregation network for embedding out-of-knowledge-graph entities
期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 186-196
作者:
Li, Mingda
;
Sun, Zhengya
;
Zhang, Wensheng
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/06/10
Knowledge graph embedding
Out-of-knowledge-graph entities
Knowledge graph completion
Similarity search
Structure-aware conditional variational auto-encoder for constrained molecule optimization
期刊论文
PATTERN RECOGNITION, 2022, 卷号: 126, 页码: 9
作者:
Yu, Junchi
;
Xu, Tingyang
;
Rong, Yu
;
Huang, Junzhou
;
He, Ran
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/06/06
Molecule optimization
Conditional generation
Drug discovery
Deciphering spatial domains from spatially resolved transcriptomics with an adaptive graph attention auto-encoder
期刊论文
NATURE COMMUNICATIONS, 2022, 卷号: 13, 期号: 1, 页码: 12
作者:
Dong, Kangning
;
Zhang, Shihua
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  |  
浏览/下载:13/0
  |  
提交时间:2022/06/21
Network-based integrative analysis of single-cell transcriptomic and epigenomic data for cell types
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 卷号: 23, 期号: 2, 页码: 13
作者:
Wu, Wenming
;
Zhang, Wensheng
;
Ma, Xiaoke
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  |  
浏览/下载:30/0
  |  
提交时间:2022/07/25
single-cell multi-omics data
integrative analysis
adaptive graph learning
cell type
Unrevealing Reliable Cortical Parcellation of Individual Brains Using Resting-State Functional Magnetic Resonance Imaging and Masked Graph Convolutions
期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 14
作者:
Qiu, Wenyuan
;
Ma, Liang
;
Jiang, Tianzi
;
Zhang, Yu
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  |  
浏览/下载:19/0
  |  
提交时间:2022/06/10
functional connectivity
cortical parcellation
intersubject variability
topographic variability
resting-state fMRI (rfMRI)
test-retest reliability
graph neural network
Structure-aware siamese graph neural networks for encounter-level patient similarity learning
期刊论文
JOURNAL OF BIOMEDICAL INFORMATICS, 2022, 卷号: 127, 页码: 13
作者:
Gu, Yifan
;
Yang, Xuebing
;
Tian, Lei
;
Yang, Hongyu
;
Lv, Jicheng
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/06/10
Encounter-Level Patient Similarity
Representation Learning
Siamese Networks
Graph Neural Networks
Cross-Domain Person Re-Identification Using Heterogeneous Convolutional Network
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 3, 页码: 1160-1171
作者:
Zhang, Zhong
;
Wang, Yanan
;
Liu, Shuang
;
Xiao, Baihua
;
Durrani, Tariq S.
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2022/06/06
Correlation
Feature extraction
Couplings
Convolution
Training
Cameras
Loss measurement
Cross-domain person re-identification
graph convolution network
dual graph convolution
Tucker decomposition-based temporal knowledge graph completion
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 238, 页码: 9
作者:
Shao, Pengpeng
;
Zhang, Dawei
;
Yang, Guohua
;
Tao, Jianhua
;
Che, Feihu
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/06/10
Temporal knowledge graphs
Tucker decomposition
Reconstruction
Contrastive learning
TVGCN: Time-variant graph convolutional network for traffic forecasting
期刊论文
NEUROCOMPUTING, 2022, 卷号: 471, 页码: 118-129
作者:
Wang, Yuhu
;
Fang, Shen
;
Zhang, Chunxia
;
Xiang, Shiming
;
Pan, Chunhong
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/06/06
Spatial-temporal correlation
Graph convolutional network
Traffic forecasting
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