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DropNaE: Alleviating irregularity for large-scale graph representation learning
期刊论文
NEURAL NETWORKS, 2025, 卷号: 183
作者:
Liu, Xin
;
Xiong, Xunbin
;
Yan, Mingyu
;
Xue, Runzhen
;
Pan, Shirui
Adobe PDF(1802Kb)
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浏览/下载:118/2
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提交时间:2024/12/27
Adversarial machine learning
Federated learning
Graph algorithms
Knowledge graph
Algorithm on graph representation learning
Efficient large-scale graph representation learning
Graph neural networks
Graph representation
Irregularity
Large-scales
Neural networks trainings
Real-world graphs
Real-world scenario
CAS-Net: Cross-View Aligned Segmentation by Graph Representation of Knees
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 12, 2023
作者:
Zhuang, Zixu
;
Wang, Xin
;
Wang, Sheng
;
Shen, Zhenrong
;
Zhao, Xiangyu
Adobe PDF(1812Kb)
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收藏
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浏览/下载:240/0
|
提交时间:2023/11/10
Diagnosis
Graphic methods
Image segmentation
Optical resolving power
2-D slice
Clinical practices
Graph representation
Knee segmentation
Morphological analysis
Multi-view magnetic resonance imaging
Multi-views
Multiple views
Scanning time
Superresolution
Learnable Subdivision Graph Neural Network for Functional Brain Network Analysis and Interpretable Cognitive Disorder Diagnosis
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 12, 2023
作者:
Chen, Dongdong
;
Liu, Mengjun
;
Shen, Zhenrong
;
Zhao, Xiangyu
;
Wang, Qian
Adobe PDF(155917Kb)
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收藏
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浏览/下载:265/0
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提交时间:2023/11/10
Graph neural networks
Transfer functions
Attention mechanisms
Brain cognitive
Brain network analyse
Brain networks
Brain state
Graph neural networks
Network functions
Network representation
Self-attention mechanism
Subdivision graphs
Local Graph Fusion of Multi-view MR Images for Knee Osteoarthritis Diagnosis
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Singapore, Singapore, September 18, 2022 - September 22, 2022
作者:
Zhuang, Zixu
;
Wang, Sheng
;
Si, Liping
;
Xuan, Kai
;
Xue, Zhong
Adobe PDF(119099Kb)
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收藏
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浏览/下载:280/0
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提交时间:2022/10/28
Computer aided diagnosis
Deep neural networks
Graphic methods
Image fusion
Medical imaging
Clinical diagnosis
Computer assisted diagnosis
Features vector
Graph representation
Knee osteoarthritis
Knee osteoarthritis diagnose
MR-images
Multi-view magnetic resonance imaging
Multi-views
Performance
Single Image 3D Object Estimation with Primitive Graph Networks
会议论文
ARXIV, null,null,ELECTR NETWORK, OCT 20-24, 2021
作者:
He, Qian
;
Zhou, Desen
;
Wan, Bo
;
He, Xuming
Adobe PDF(9124Kb)
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收藏
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浏览/下载:187/0
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提交时间:2024/01/09
3D object estimation
part-based object representation
graph neural networks
4D Light Field Segmentation From Light Field Super-Pixel Hypergraph Representation
期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2021, 卷号: 27, 期号: 9, 页码: 3597-3610
作者:
Lv, Xianqiang
;
Wang, Xue
;
Wang, Qing
;
Yu, Jingyi
Adobe PDF(10774Kb)
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收藏
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浏览/下载:700/5
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提交时间:2021/08/16
Image segmentation
Optimization
Light fields
Estimation
Cameras
Two dimensional displays
Task analysis
Hypergraph representation
light field segmentation
light field super-pixel
graph-cut optimization
Coarsening
Computer graphics
Graph algorithms
Graphic methods
Graph cut
Hypergraph
Hypergraph representations
Segmentation algorithms
Segmentation performance
State
of
the
art methods
Graph Neural Network Based VC Investment Success Prediction
预印本
2021
作者:
Lyu, Shiwei
;
Ling, Shuai
;
Guo, Kaihao
;
Zhang, Haipeng
;
Zhang, Kunpeng
Adobe PDF(944Kb)
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收藏
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浏览/下载:208/0
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提交时间:2024/01/09
venture capital investments
start-up success prediction
graph neural network
incremental graph representation learning
Single Image 3D Object Estimation with Primitive Graph Networks
会议论文
THE 29TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, Virtual, Online, China, October 20, 2021 - October 24, 2021
作者:
He Q(贺倩)
;
Zhou DS(周德森)
;
Wan B(万博)
;
He XM(何旭明)
Adobe PDF(9124Kb)
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收藏
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浏览/下载:325/2
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提交时间:2021/10/20
Arts computing
Computer vision
Semantics-3D object
3d object estimation
Graph networks
Graph neural networks
Object estimation
Object representations
Part based
Part-based object representation
Single images
Visual scene understanding
Learning Cross-Modal Context Graph for Visual Grounding
会议论文
THIRTY-FOURTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THE THIRTY-SECOND INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE AND THE TENTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, New York, NY, FEB 07-12, 2020
作者:
Liu, Yongfei
;
Wan, Bo
;
Zhu, Xiaodan
;
He, Xuming
Adobe PDF(6092Kb)
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收藏
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浏览/下载:402/0
|
提交时间:2021/08/20
Visual languages
Graph neural networks
Graphic methods
Backpropagation
Building blockes
Context information
Graph neural networks
Graph representation
Linguistic features
Message propagation
Semantic ambiguities
State of the art
Label Information Guided Graph Construction for Semi-Supervised Learning
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 9, 页码: 4182-4192
作者:
Liansheng Zhuang
Adobe PDF(6657Kb)
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收藏
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浏览/下载:637/1
|
提交时间:2017/08/26
Label information
low-rank representation
semi-supervised graph learning
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