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Self-supervised Calorie-aware Heterogeneous Graph Networks for Food Recommendation
期刊论文
ACM Transactions on Multimedia Computing, Communications, and Applications, 2023, 卷号: 19, 期号: 1s, 页码: 1-23
作者:
Song, Yaguang
;
Yang, Xiaoshan
;
Xu, Changsheng
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  |  
浏览/下载:7/0
  |  
提交时间:2023/06/12
Food recommendation
recipe calories
heterogeneous graph
selfsupervised learning
Adaptive Graph Embedding With Consistency and Specificity for Domain Adaptation
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2094-2107
作者:
Shaohua Teng
;
Zefeng Zheng
;
Naiqi Wu
;
Luyao Teng
;
Wei Zhang
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  |  
浏览/下载:0/0
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提交时间:2023/09/22
Adaptive adjustment
consistency and specificity
domain adaptation
graph embedding
geometrical and semantic metrics
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:14/0
  |  
提交时间:2023/01/03
Deep learning
graph neural network (GNN)
multi-stream
spatial-temporal feature extraction
temporal graph
traffic prediction
Local-to-Global Causal Reasoning for Cross-Document Relation Extraction
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1608-1621
作者:
Haoran Wu
;
Xiuyi Chen
;
Zefa Hu
;
Jing Shi
;
Shuang Xu
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  |  
浏览/下载:9/0
  |  
提交时间:2023/06/14
Causal reasoning
cross document
graph reasoning
relation extraction (RE)
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
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  |  
浏览/下载:11/0
  |  
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
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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
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  |  
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
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