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Multi-featured spatial-temporal and dynamic multi-graph convolutional network for metro passenger flow prediction 期刊论文
CONNECTION SCIENCE, 2022, 卷号: 34, 期号: 1, 页码: 1252-1272
作者:  Zhao, Chuan;  Li, Xin;  Shao, Zezhi;  Yang, HongJi;  Wang, Fei
收藏  |  浏览/下载：39/0  |  提交时间：2022/12/07
Metro passenger flow prediction  deep learning  multi-featured spatial-temporal tensor  dynamic multi-graph neural network  
Multi-Node Acceleration for Large-Scale GCNs 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 12, 页码: 3140-3152
作者:  Sun, Gongjian;  Yan, Mingyu;  Wang, Duo;  Li, Han;  Li, Wenming;  Ye, Xiaochun;  Fan, Dongrui;  Xie, Yuan
收藏  |  浏览/下载：33/0  |  提交时间：2023/07/12
Deep learning  graph neural network  hardware accelerator  multi-node system  communication optimization  
BgNet: Classification of benign and malignant tumors with MRI multi-plane attention learning 期刊论文
FRONTIERS IN ONCOLOGY, 2022, 卷号: 12, 页码: 12
作者:  Liu, Hong;  Jiao, Meng-Lei;  Xing, Xiao-Ying;  Ou-Yang, Han-Qiang;  Yuan, Yuan;  Liu, Jian-Fang;  Li, Yuan;  Wang, Chun-Jie;  Lang, Ning;  Qian, Yue-Liang;  Jiang, Liang;  Yuan, Hui-Shu;  Wang, Xiang-Dong
收藏  |  浏览/下载：23/0  |  提交时间：2023/07/12
tumor classification  deep learning  multi-plane fusion  benign  malignant  
Self-Supervised Enhancement for Named Entity Disambiguation via Multimodal Graph Convolution 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:  Zhou, Pengfei;  Ying, Kaining;  Wang, Zhenhua;  Guo, Dongyan;  Bai, Cong
收藏  |  浏览/下载：36/0  |  提交时间：2022/12/07
Task analysis  Convolution  Semantics  Internet  Bit error rate  Visualization  Pipelines  Graph convolutional network (GCN)  multimodal data  named entity disambiguation (NED)  self-supervised learning (SSL)  
CGCNImp: a causal graph convolutional network for multivariate time series imputation 期刊论文
PEERJ COMPUTER SCIENCE, 2022, 卷号: 8, 页码: 23
作者:  Liu, Caizheng;  Cui, Guangfan;  Liu, Shenghua
收藏  |  浏览/下载：31/0  |  提交时间：2022/12/07
Multivariate time series imputation  Graph causal analysis  Graph neural network  Deep neural network  
Rubik: A Hierarchical Architecture for Efficient Graph Neural Network Training 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 4, 页码: 936-949
作者:  Chen, Xiaobing;  Wang, Yuke;  Xie, Xinfeng;  Hu, Xing;  Basak, Abanti;  Liang, Ling;  Yan, Mingyu;  Deng, Lei;  Ding, Yufei;  Du, Zidong;  Xie, Yuan
收藏  |  浏览/下载：30/0  |  提交时间：2022/12/07
Deep learning accelerator  graph neural network (GNN)  
SSGraphCPI: A Novel Model for Predicting Compound-Protein Interactions Based on Deep Learning 期刊论文
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 卷号: 23, 期号: 7, 页码: 13
作者:  Wang, Xun;  Liu, Jiali;  Zhang, Chaogang;  Wang, Shudong
收藏  |  浏览/下载：29/0  |  提交时间：2022/12/07
deep learning  compound-protein interactions  compound properties  protein preperties  IC50 value  
Augmented Multi-Component Recurrent Graph Convolutional Network for Traffic Flow Forecasting 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2022, 卷号: 11, 期号: 2, 页码: 17
作者:  Zhang, Chi;  Zhou, Hong-Yu;  Qiu, Qiang;  Jian, Zhichun;  Zhu, Daoye;  Cheng, Chengqi;  He, Liesong;  Liu, Guoping;  Wen, Xiang;  Hu, Runbo
收藏  |  浏览/下载：27/0  |  提交时间：2022/12/07
traffic flow forecasting  spatial-temporal prediction  graph convolutional networks  augmented multi-component  
RAID-Net: Region-Aware Image Deblurring Network Under Guidance of the Image Blur Formulation 期刊论文
IEEE ACCESS, 2022, 卷号: 10, 页码: 83940-83948
作者:  Liao, Lianjun;  Zhang, Zihao;  Xia, Shihong
收藏  |  浏览/下载：28/0  |  提交时间：2022/12/07
Image restoration  Cameras  Convolutional neural networks  Task analysis  Adaptation models  Image edge detection  Trajectory  Attention mechanism  graph neural network  graph reasoning network  image deblur  image processing  
Graph Jigsaw Learning for Cartoon Face Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 3961-3972
作者:  Li, Yong;  Lao, Lingjie;  Cui, Zhen;  Shan, Shiguang;  Yang, Jian
收藏  |  浏览/下载：28/0  |  提交时间：2022/12/07
Face recognition  Shape  Training  Image color analysis  Layout  Convolutional neural networks  Task analysis  Cartoon face recognition  jigsaw solving  graph convolutional network  self-supervised learning