中国科学院计算技术研究所机构知识库

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	Trajectory-User Linking via Multi-Scale Graph Attention Network 期刊论文 PATTERN RECOGNITION, 2025, 卷号: 158, 页码: 16 作者:  Li, Yujie;  Sun, Tao;  Shao, Zezhi;  Zhen, Yiqiang;  Xu, Yongjun;  Wang, Fei 收藏  |  浏览/下载：23/0  |  提交时间：2024/12/06 Trajectory-user linking  Graph neural network  Trajectory classification  Spatio-temporal data mining  Check-in data
	MGSFformer: A Multi-Granularity Spatiotemporal Fusion Transformer for air quality prediction 期刊论文 INFORMATION FUSION, 2025, 卷号: 113, 页码: 15 作者:  Yu, Chengqing;  Wang, Fei;  Wang, Yilun;  Shao, Zezhi;  Sun, Tao;  Yao, Di;  Xu, Yongjun 收藏  |  浏览/下载：26/0  |  提交时间：2024/12/06 Air quality prediction  Multi-Granularity Spatiotemporal Fusion  Transformer  Spatiotemporal correlation  Multi-source information fusion
	Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis 期刊论文 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 1, 页码: 291-305 作者:  Shao, Zezhi;  Wang, Fei;  Xu, Yongjun;  Wei, Wei;  Yu, Chengqing;  Zhang, Zhao;  Yao, Di;  Sun, Tao;  Jin, Guangyin;  Cao, Xin;  Cong, Gao;  Jensen, Christian S.;  Cheng, Xueqi 收藏  |  浏览/下载：4/0  |  提交时间：2025/06/25 Forecasting  Time series analysis  Benchmark testing  Transformers  Predictive models  Data models  Computer science  Reliability  Proposals  Electricity  Benchmarking  multivariate time series  spatial-temporal forecasting  long-term time series forecasting
	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：15/0  |  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
	Heterogeneous Graph Neural Network With Multi-View Representation Learning 期刊论文 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 11, 页码: 11476-11488 作者:  Shao, Zezhi;  Xu, Yongjun;  Wei, Wei;  Wang, Fei;  Zhang, Zhao;  Zhu, Feida 收藏  |  浏览/下载：29/0  |  提交时间：2024/05/20 Heterogeneous graphs  graph neural networks  graph embedding
	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：61/0  |  提交时间：2022/12/07 Metro passenger flow prediction  deep learning  multi-featured spatial-temporal tensor  dynamic multi-graph neural network
	Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting 期刊论文 PROCEEDINGS OF THE VLDB ENDOWMENT, 2022, 卷号: 15, 期号: 11, 页码: 2733-2746 作者:  Shao, Zezhi;  Zhang, Zhao;  Wei, Wei;  Wang, Fei;  Xu, Yongjun;  Cao, Xin;  Jensen, Christian S. 收藏  |  浏览/下载：30/0  |  提交时间：2023/12/04