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Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 10, 页码: 5388-5408
作者:  Jin, Guangyin;  Liang, Yuxuan;  Fang, Yuchen;  Shao, Zezhi;  Huang, Jincai;  Zhang, Junbo;  Zheng, Yu
收藏  |  浏览/下载：4/0  |  提交时间：2024/12/06
Surveys  Task analysis  Time series analysis  Transportation  Topology  Graph neural networks  Deep learning  predictive learning  spatio-temporal data mining  time series  urban computing  
Structural analysis and vulnerability assessment of the European LNG maritime supply chain network (2018-2020) 期刊论文
OCEAN & COASTAL MANAGEMENT, 2024, 卷号: 253, 页码: 20
作者:  Mei, Qiang;  Hu, Qinyou;  Hu, Yu;  Yang, Yang;  Liu, Xiliang;  Huang, Zishuo;  Wang, Peng
收藏  |  浏览/下载：28/0  |  提交时间：2024/12/06
Liquefied natural gas  Supply chain security  Maritime transportation network  Vulnerability  Community evolution  Graph deep learning  
A new paradigm for applying deep learning to protein-ligand interaction prediction 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2024, 卷号: 25, 期号: 3, 页码: 12
作者:  Wang, Zechen;  Wang, Sheng;  Li, Yangyang;  Guo, Jingjing;  Wei, Yanjie;  Mu, Yuguang;  Zheng, Liangzhen;  Li, Weifeng
收藏  |  浏览/下载：7/0  |  提交时间：2024/12/06
protein-ligand interaction  scoring function  deep learning  graph neural network  
CNIM-GCN: Consensus Neighbor Interaction-based Multi-channel Graph Convolutional Networks 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 226, 页码: 11
作者:  Zhu, Xiaofei;  Li, Chenghong;  Guo, Jiafeng;  Dietze, Stefan
收藏  |  浏览/下载：25/0  |  提交时间：2023/12/04
Network representation learning  Deep learning  Graph convolutional networks  Node classification  
Biological knowledge graph-guided investigation of immune therapy response in cancer with graph neural network 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2023, 卷号: 24, 期号: 2, 页码: 9
作者:  Zhao, Lianhe;  Qi, Xiaoning;  Chen, Yang;  Qiao, Yixuan;  Bu, Dechao;  Wu, Yang;  Luo, Yufan;  Wang, Sheng;  Zhang, Rui;  Zhao, Yi
收藏  |  浏览/下载：23/0  |  提交时间：2023/12/04
immune checkpoints inhibitors  deep learning  graph neural networks  
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：48/0  |  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：51/0  |  提交时间：2023/07/12
Deep learning  graph neural network  hardware accelerator  multi-node system  communication optimization  
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：38/0  |  提交时间：2022/12/07
Deep learning accelerator  graph neural network (GNN)  
TransGPerf: Exploiting Transfer Learning for Modeling Distributed Graph Computation Performance 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2021, 卷号: 36, 期号: 4, 页码: 778-791
作者:  Niu, Songjie;  Chen, Shimin
收藏  |  浏览/下载：43/0  |  提交时间：2021/12/01
performance modeling  distributed graph computation  deep learning  transfer learning  
AVNet: A retinal artery/vein classification network with category-attention weighted fusion 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2020, 卷号: 195, 页码: 9
作者:  Kang, Hong;  Gao, Yingqi;  Guo, Song;  Xu, Xia;  Li, Tao;  Wang, Kai
收藏  |  浏览/下载：75/0  |  提交时间：2020/12/10
Retinal images  Artery/vein classification  Deep learning  Graph model