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HUTFormer: Hierarchical U-Net transformer for long-term traffic forecasting 期刊论文
COMMUNICATIONS IN TRANSPORTATION RESEARCH, 2025, 卷号: 5, 页码: 15
作者:  Shao, Zezhi;  Wang, Fei;  Sun, Tao;  Yu, Chengqing;  Fang, Yuchen;  Jin, Guangyin;  An, Zhulin;  Liu, Yang;  Qu, Xiaobo;  Xu, Yongjun
收藏  |  浏览/下载:24/0  |  提交时间:2026/05/25
Traffic condition forecasting  Long-term time series forecasting  Multivariate time series forecasting  
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:115/0  |  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:92/0  |  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:72/0  |  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  
A Hierarchical Spatial-Temporal Embedding Method Based on Enhanced Trajectory Features for Ship Type Classification 期刊论文
SENSORS, 2022, 卷号: 22, 期号: 3, 页码: 16
作者:  Sun, Tao;  Xu, Yongjun;  Zhang, Zhao;  Wu, Lin;  Wang, Fei
收藏  |  浏览/下载:93/0  |  提交时间:2022/12/07
ship classification  spatial-temporal embedding  feature enhancement  deep learning  attention  
Data Security and Privacy Challenges of Computing Offloading in FINs 期刊论文
IEEE NETWORK, 2020, 卷号: 34, 期号: 2, 页码: 14-20
作者:  Wang, Fei;  Diao, Boyu;  Sun, Tao;  Xu, Yongjun
收藏  |  浏览/下载:181/0  |  提交时间:2020/12/10
Task analysis  Cloud computing  Data privacy  Edge computing  Smart homes  Data security