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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  
LighTN: Light-Weight Transformer Network for Performance-Overhead Tradeoff in Point Cloud Downsampling 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 832-847
作者:  Wang, Xu;  Jin, Yi;  Cen, Yigang;  Wang, Tao;  Tang, Bowen;  Li, Yidong
收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25
Task analysis  Point cloud compression  Transformers  Feature extraction  Voltage transformers  Three-dimensional displays  Deep learning  Point cloud  deep learning  downsampling  transformer  energy-efficient  
Personalized Federated Learning With Adaptive Batchnorm for Healthcare 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 6, 页码: 915-925
作者:  Lu, Wang;  Wang, Jindong;  Chen, Yiqiang;  Qin, Xin;  Xu, Renjun;  Dimitriadis, Dimitrios;  Qin, Tao
收藏  |  浏览/下载：17/0  |  提交时间：2024/12/06
Medical services  Collaborative work  Data models  Adaptation models  Computational modeling  Machine learning  Data privacy  Distributed computing  federated learning  personalization  batch normalization  healthcare  
Toward Generalized Multistage Clustering: Multiview Self-Distillation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 14
作者:  Wang, Jiatai;  Xu, Zhiwei;  Wang, Xin;  Li, Tao
收藏  |  浏览/下载：9/0  |  提交时间：2025/06/25
Semantics  Feature extraction  Contrastive learning  Mutual information  Clustering methods  Representation learning  Computational modeling  Training  Knowledge engineering  Predictive models  Hierarchical contrastive learning  multistage clustering  multiview self-distillation  mutual information between views  
Wavelet-based selection-and-recalibration network for Parkinson's disease screening in OCT images 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2024, 卷号: 256, 页码: 13
作者:  Huang, Jingqi;  Zhang, Xiaoqing;  Jin, Richu;  Xu, Tao;  Jin, Zi;  Shen, Meixiao;  Lv, Fan;  Chen, Jiangfan;  Liu, Jiang
收藏  |  浏览/下载：22/0  |  提交时间：2024/12/06
Deep learning  Parkinson's disease screening  Discrete wavelet transform  
IDEA: Invariant defense for graph adversarial robustness 期刊论文
INFORMATION SCIENCES, 2024, 卷号: 680, 页码: 18
作者:  Tao, Shuchang;  Cao, Qi;  Shen, Huawei;  Wu, Yunfan;  Xu, Bingbing;  Cheng, Xueqi
收藏  |  浏览/下载：17/0  |  提交时间：2024/12/06
Invariant defense  Adversarial robustness  Causal feature  Graph neural networks  
FPIA: Communication-Aware Multi-Chiplet Integration With Field-Programmable Interconnect Fabric on Reusable Silicon Interposer 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2024, 页码: 13
作者:  Jiao, Bo;  Xu, Lei;  Yu, Xinyu;  Yang, Haitao;  Zhu, Haozhe;  Wang, Yu;  Zhu, Jundong;  Wen, Dexin;  Wang, Lingli;  Tao, Jun;  Chen, Chixiao;  Han, Yinhe;  Liu, Qi;  Sun, Ninghui;  Liu, Ming
收藏  |  浏览/下载：18/0  |  提交时间：2024/12/06
Chiplet integration  silicon interposer  placement  routing  communication-aware  
Association between gaming disorder and regional homogeneity in highly involved male adult gamers: A pilot resting-state fMRI study 期刊论文
BRAIN AND BEHAVIOR, 2023, 页码: 12
作者:  Jiang, Wen-tao;  Liu, Xia;  Xu, Zi-yun;  Zhou, Zhi-feng;  Tie, Chang-jun;  Liu, Xiao-ying;  Yang, Ji-hui;  Li, Hai;  Lai, Wen-tao
收藏  |  浏览/下载：32/0  |  提交时间：2024/05/20
depression  gaming disorder  highly involved gamers  hippocampus  impulsivity  regional homogeneity