Lingyu Xu - RankMe

90 papers B 1C 10Journal 52Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Dynamic multi-periodic spatio-temporal graph neural network for multivariate time series forecasting. Eng. Appl. Artif. Intell. Shuai Zhang, Zhuolin Li, Jie Yu, Lingyu Xu
2026	J	`jnl`	LaST: A transformer-based network for spatio-temporal predictive learning with dynamic local awareness. Knowl. Based Syst. Zijian Liu, Yehao Wang, Zhuolin Li, Jie Yu, Chengci Wang, Zhiyu Liu, Shuai Zhang, Lingyu Xu
2026	J	`jnl`	Multi-resolution aware pivot-guided dynamic graph neural network for multivariate time series forecasting. Neurocomputing Zhiyu Liu, Zhuolin Li, Jie Yu, Chengci Wang, Zijian Liu, Lingyu Xu
2026	J	`jnl`	Position: Human-Centric AI Requires a Minimum Viable Level of Human Understanding. CoRR Fangzhou Lin, Qianwen Ge, Lingyu Xu, Peiran Li, Xiangbo Gao, Shuo Xing, Kazunori D. Yamada, Ziming Zhang, Haichong Zhang, Zhengzhong Tu
2025	J	`jnl`	A three-dimensional dynamic spatial-temporal graph neural network for ocean temperature field prediction. Eng. Appl. Artif. Intell. Shuai Zhang, Zhuolin Li, Xiaoyu He, Jie Yu, Lingyu Xu
2025	J	`jnl`	Energy-conscious scheduling in edge environments: hybridization of traditional control and DE algorithm. Frontiers Robotics AI Kun Ma, Lingyu Xu
2025	J	`jnl`	High-low frequency dynamic interactive fusion network for multivariate time series forecasting. Knowl. Based Syst. Chengci Wang, Zhuolin Li, Jie Yu, Lingyu Xu
2025	J	`jnl`	TimePre: Bridging Accuracy, Efficiency, and Stability in Probabilistic Time-Series Forecasting. CoRR Lingyu Jiang, Lingyu Xu, Peiran Li, Qianwen Ge, Dingyi Zhuang, Shuo Xing, Wenjing Chen, Xiangbo Gao, Ting-Hsuan Chen, Xueying Zhan, Xin Zhang, Ziming Zhang, Zhengzhong Tu, Michael Zielewski, Kazunori D. Yamada, Fangzhou Lin
2024	J	`jnl`	Dynamic multi-fusion spatio-temporal graph neural network for multivariate time series forecasting. Expert Syst. Appl. Zehua He, Lingyu Xu, Jie Yu, Xinrong Wu
2024	J	`jnl`	Dynamic personalized graph neural network with linear complexity for multivariate time series forecasting. Eng. Appl. Artif. Intell. Zhuolin Li, Ziheng Gao, Gaowei Zhang, Jingjing Liu, Lingyu Xu
2024	J	`jnl`	Identification of autism spectrum disorder based on functional near-infrared spectroscopy using dynamic multi-attribute spatio-temporal graph neural network. Biomed. Signal Process. Control. Zhengqi Fan, Ziheng Gao, Lingyu Xu, Jie Yu, Jun Li
2024	J	`jnl`	Time-aware personalized graph convolutional network for multivariate time series forecasting. Expert Syst. Appl. Zhuolin Li, Ziheng Gao, Xiaolin Zhang, Gaowei Zhang, Lingyu Xu
2023	J	`jnl`	A multi-task learning-based generative adversarial network for red tide multivariate time series imputation. Complex Intell. Syst. Longfei Xu, Lingyu Xu, Jie Yu
2023	J	`jnl`	Dynamic adaptive spatio-temporal graph neural network for multi-node offshore wind speed forecasting. Appl. Soft Comput. Ziheng Gao, Zhuolin Li, Lingyu Xu, Jie Yu
2023	J	`jnl`	Dynamic graph structure learning for multivariate time series forecasting. Pattern Recognit. Zhuo Lin Li, Gaowei Zhang, Jie Yu, Lingyu Xu
2023	J	`jnl`	Dynamic spatio-temporal graph network with adaptive propagation mechanism for multivariate time series forecasting. Expert Syst. Appl. Zhuolin Li, Jie Yu, Gaowei Zhang, Lingyu Xu
2023	J	`jnl`	Dynamic spatiotemporal interactive graph neural network for multivariate time series forecasting. Knowl. Based Syst. Ziheng Gao, Zhuolin Li, Haoran Zhang, Jie Yu, Lingyu Xu
2023	J	`jnl`	Global Spatiotemporal Graph Attention Network for Sea Surface Temperature Prediction. IEEE Geosci. Remote. Sens. Lett. Ziheng Gao, Zhuolin Li, Jie Yu, Lingyu Xu
2023	J	`jnl`	Hierarchical attention-based context-aware network for long-term forecasting of chlorophyll. Appl. Intell. Xiaoyu He, Suixiang Shi, Xiulin Geng, Lingyu Xu
2023	J	`jnl`	Multi-step forecasting of multivariate time series using multi-attention collaborative network. Expert Syst. Appl. Xiaoyu He, Suixiang Shi, Xiulin Geng, Jie Yu, Lingyu Xu
2023	J	`jnl`	Time series imputation with GAN inversion and decay connection. Inf. Sci. Longfei Xu, Lingyu Xu, Jie Yu
2022	J	`jnl`	An Evolving Sea Surface Temperature Predicting Method Based on Multidimensional Spatiotemporal Influences. IEEE Geosci. Remote. Sens. Lett. Jiang Xie, Jiaming Ouyang, Jiyuan Zhang, Baogang Jin, Suixiang Shi, Lingyu Xu
2022	J	`jnl`	Attention-based gating optimization network for multivariate time series prediction. Appl. Soft Comput. Xiulin Geng, Xiaoyu He, Lingyu Xu, Jie Yu
2022	J	`jnl`	Corrigendum to "Identification of autism spectrum disorder using multi-regional resting-state data through an attention learning approach" [Biomed. Signal Process. Control 69 (2021) 102833]. Biomed. Signal Process. Control. Yaya Liu, Lingyu Xu, Jie Yu, Jun Li, Xuan Yu
2022	J	`jnl`	Dynamic Co-Attention Networks for multi-horizon forecasting in multivariate time series. Future Gener. Comput. Syst. Xiaoyu He, Suixiang Shi, Xiulin Geng, Lingyu Xu
2022	J	`jnl`	Graph correlated attention recurrent neural network for multivariate time series forecasting. Inf. Sci. Xiulin Geng, Xiaoyu He, Lingyu Xu, Jie Yu
2022	J	`jnl`	Hierarchical attention-based context-aware network for red tide forecasting. Appl. Soft Comput. Xiaoyu He, Suixiang Shi, Xiulin Geng, Lingyu Xu
2022	—	`conf`	Hypergraph-Based Academic Paper Recommendation. KSEM (3) Jie Yu, Junchen He, Lingyu Xu
2022	J	`jnl`	Information-aware attention dynamic synergetic network for multivariate time series long-term forecasting. Neurocomputing Xiaoyu He, Suixiang Shi, Xiulin Geng, Lingyu Xu
2022	J	`jnl`	SISSOS: intervention of tabular data and its applications. Appl. Intell. Yucheng Liu, Jie Yu, Lingyu Xu, Lei Wang, Jinkun Yang
2022	J	`jnl`	SWAR: A Deep Multi-Model Ensemble Forecast Method with Spatial Grid and 2-D Time Structure Adaptability for Sea Level Pressure. Inf. Jingyun Zhang, Lingyu Xu, Baogang Jin
2022	J	`jnl`	Sea Surface Height Prediction With Deep Learning Based on Attention Mechanism. IEEE Geosci. Remote. Sens. Lett. Jingjing Liu, Baogang Jin, Lei Wang, Lingyu Xu
2022	J	`jnl`	Time Series Prediction of Sea Surface Temperature Based on an Adaptive Graph Learning Neural Model. Future Internet Tingting Wang, Zhuolin Li, Xiulin Geng, Baogang Jin, Lingyu Xu
2022	J	`jnl`	Time Series Surface Temperature Prediction Based on Cyclic Evolutionary Network Model for Complex Sea Area. Future Internet Jiahao Shi, Jie Yu, Jinkun Yang, Lingyu Xu, Huan Xu
2021	J	`jnl`	A spatial-temporal graph attention network approach for air temperature forecasting. Appl. Soft Comput. Xuan Yu, Suixiang Shi, Lingyu Xu
2021	J	`jnl`	Dynamic Graph Learning-Neural Network for Multivariate Time Series Modeling. CoRR Zhuoling Li, Gaowei Zhang, Lingyu Xu, Jie Yu
2021	J	`jnl`	Identification of autism spectrum disorder using multi-regional resting-state data through an attention learning approach. Biomed. Signal Process. Control. Yaya Liu, Lingyu Xu, Jie Yu, Jun Li, Xuan Yu
2021	J	`jnl`	Spatial-temporal attention network for multistep-ahead forecasting of chlorophyll. Appl. Intell. Xiaoyu He, Suixiang Shi, Xiulin Geng, Lingyu Xu, Xiaolin Zhang
2020	J	`jnl`	An Adaptive Scale Sea Surface Temperature Predicting Method Based on Deep Learning With Attention Mechanism. IEEE Geosci. Remote. Sens. Lett. Jiang Xie, Jiyuan Zhang, Jie Yu, Lingyu Xu
2020	J	`jnl`	Classification of autism spectrum disorder based on fluctuation entropy of spontaneous hemodynamic fluctuations. Biomed. Signal Process. Control. Lingyu Xu, Yanrong Guo, Jun Li, Jie Yu, Huan Xu
2020	J	`jnl`	Unsteady Multi-Element Time Series Analysis and Prediction Based on Spatial-Temporal Attention and Error Forecast Fusion. Future Internet Xiaofan Wang, Lingyu Xu
2019	C	`conf`	Concept extraction for structured text using entropy weight method. ISCC Jie Yu, Rongrong Chen, Lingyu Xu, Dongdong Wang
2019	—	`conf`	Design of a Credible Blockchain-Based E-Health Records (CB-EHRS) Platform. ITU Kaleidoscope Lingyu Xu, Antoine B. Bagula, Omowunmi E. Isafiade, Kun Ma, Tapiwa M. Chiwewe
2018	J	`jnl`	A Hot Event Influence Scope Assessment Method in Cyber-Physical Space For Big Data Application. Intell. Autom. Soft Comput. Yunlan Xue, Lingyu Xu, Jie Yu, Gaowei Zhang
2018	J	`jnl`	Construction of Complex Network with Multiple Time Series Relevance. Inf. Zongwen Huang, Lingyu Xu, Lei Wang, Gaowei Zhang, Yaya Liu
2018	—	`conf`	Developing Digital Campus by Application-Driven: Experience and Challenges in Mainland China. ICBL Yu Jiang, Lizhen Jiao, Lingyu Xu
2018	J	`jnl`	Linkage Effects Mining in Stock Market Based on Multi-Resolution Time Series Network. Inf. Lingyu Xu, Huan Xu, Jie Yu, Lei Wang
2018	—	`conf`	Marine Multiple Time Series Relevance Discovery Based on Complex Network. ICONIP (6) Lei Wang, Zongwen Huang, Suixiang Shi, Kuo Chen, Lingyu Xu, Gaowei Zhang
2018	—	`conf`	Research and Application of Mapping Relationship Based on Learning Attention Mechanism. PAKDD (1) Wanwan Jiang, Lingyu Xu, Jie Yu, Gaowei Zhang
2017	—	`conf`	A novel hybrid subset-learning method for predicting risk factors of atherosclerosis. BIBM Jiang Xie, Haitao Wang, Jiyuan Zhang, Chao Meng, Yanyan Kong, Shanping Mao, Lingyu Xu, Wu Zhang
2017	J	`jnl`	Construction of Hierarchical Cognitive Academic Map. IEEE Access Jie Yu, Chao Tao, Lingyu Xu, Haiqiao Wu, Fangfang Liu
2017	—	`conf`	Formalization of Business Process with Flexibility Based on Service Interaction. DASC/PiCom/DataCom/CyberSciTech Yaya Liu, Jiulei Jiang, Lingyu Xu, Lishuang Zhao
2017	J	`jnl`	Model and forecast stock market behavior integrating investor sentiment analysis and transaction data. Clust. Comput. Gaowei Zhang, Lingyu Xu, Yunlan Xue
2017	B	`conf`	Multi-label feature selection algorithm based on label pairwise ranking comparison transformation. IJCNN Haotian Xu, Lingyu Xu
2017	C	`conf`	Speaking-related Anxiety in Computer-Assisted Language Testing Settings. ICCE Lingyu Xu, Xin Zhao, Chunping Zheng, Zhihong Lu
2017	J	`jnl`	The time dependency predictive model on the basis of community detection and long-short term memory. Concurr. Comput. Pract. Exp. Gaowei Zhang, Lingyu Xu, Yunlan Xue
2017	—	`conf`	Time Series Classification with Deep Neural Networks Based on Hurst Exponent Analysis. ICONIP (1) Xinjuan Li, Jie Yu, Lingyu Xu, Gaowei Zhang
2016	—	`conf`	Acquisition and Representation of Knowledge for Academic Field. APWeb Workshops Jie Yu, Haiqiao Wu, Chao Tao, Lingyu Xu
2016	J	`jnl`	Context-aware edge similarity segmentation algorithm of time series. Clust. Comput. Lei Wang, Lingyu Xu, Jie Yu, Yunlan Xue, Gaowei Zhang
2016	C	`conf`	Event Multiple Influence Calculation and Relationship of Multiple Influence Discovery. SEKE Yunlan Xue, Lingyu Xu, Jie Yu
2016	J	`jnl`	Event space model in virtual and real society based on special field. Concurr. Comput. Pract. Exp. Yunlan Xue, Lingyu Xu, Jie Yu, Lei Wang, Gaowei Zhang
2016	J	`jnl`	Group behavior time series anomaly detection in specific network space based on separation degree. Clust. Comput. Lei Wang, Lingyu Xu, Yunlan Xue, Gaowei Zhang
2016	—	`conf`	Memory-Forgetting Curve based on Virtual and Real Spaces for Commercial Recommendation. MobiMedia Yunlan Xue, Lingyu Xu, Jie Yu, Lei Wang, Gaowei Zhang
2016	J	`jnl`	Relationship discovery in public opinion and actual behavior for social media stock data space. EURASIP J. Wirel. Commun. Netw. Yunlan Xue, Lingyu Xu, Bingcheng Qiu, Lei Wang, Gaowei Zhang
2016	—	`conf`	The Construction and Analysis of Baidu Baike Entry Network. DASC/PiCom/DataCom/CyberSciTech Lei Wang, Lingyu Xu, Jie Yu, Yunlan Xue, Gaowei Zhang, Xiang Yu, Bofeng Zhang
2015	—	`conf`	A Detection Method of Stock Event Source. SKG Yunlan Xue, Lingyu Xu, Jie Yu, Lei Wang, Gaowei Zhang
2015	—	`conf`	An Estimate Method of Event Influence Scope Based on Special Field. IIKI Yunlan Xue, Lingyu Xu, Lei Wang, Gaowei Zhang, Xiangfeng Luo
2015	J	`jnl`	Search of Web Service based on Weighted Association Rule. Int. J. Softw. Sci. Comput. Intell. Lei Wang, Lingyu Xu, Yunlan Xue, Gaowei Zhang, Xiangfeng Luo
2015	—	`conf`	Search of web service based on association rule. ICCI*CC Lei Wang, Lingyu Xu, Jie Yu, Yunlan Xue, Gaowei Zhang, Xiangfeng Luo
2013	C	`conf`	A Method of Field Recognizing Based on Association Strength. DASC Yang Liu, Lingyu Xu, Jie Yu, Yunlan Xue, Han Dong
2013	—	`conf`	A Text Association Rules Mining Method Based on Concept Algebra. GreenCom/iThings/CPScom Feiyue Ye, Jiannan Xiong, Lingyu Xu
2013	—	`conf`	Research and Application of the Intelligent Flow. GreenCom/iThings/CPScom Yang Liu, Lingyu Xu, Liang Chen, Fei Zhong
2013	C	`conf`	Research on measuring semantic correlation based on the Wikipedia hyperlink network. ICIS Feiyue Ye, Feng Zhang, Xiangfeng Luo, Lingyu Xu
2013	C	`conf`	The Research of Building Multidimensional Multi-granularity Automatic Uncertain Knowledge System Based on Attributes Similarity. DASC Yanhong Zhang, Lingyu Xu, Jie Yu, Fei Zhong, Yang Liu
2013	—	`conf`	The Research of MEICSP Model through a REST Web Service. GreenCom/iThings/CPScom Zhilei Huang, Lingyu Xu, Yang Liu
2012	—	`conf`	A Method of Extracting High Precision Point to Replace in-situ SST Data. CGC Hongmei Shi, Lingyu Xu, Cuicui Song, Xiangfeng Luo, Fei Zhong, Yang Liu
2012	—	`conf`	A Modeling Method of Scientific Workflow Based on Cloud Environment. ACIS-ICIS Rongrong Gu, Shaochun Wu, Han Dong, Yongquan Xu, Gaozhao Chen, Lingyu Xu
2012	C	`conf`	Cross-Validation of Multi-source SST Data Based on Point-to-Point. CIT Cuicui Song, Lingyu Xu, Hongmei Shi, Fei Zhong, Gaozhao Chen, Yang Liu
2012	—	`conf`	Data De-duplication for Primary Storage System. ACIS-ICIS Yongquan Xu, Shaochun Wu, Gaozhao Chen, Rongrong Gu, Lingyu Xu, Kui Wang
2012	J	`jnl`	Multi-satellite Monitoring SST Data Fusion based on the Adaptive Threshold Clustering Algorithm. J. Comput. Hongmei Shi, Han Dong, Lingyu Xu, Cuicui Song, Fei Zhong, Ruidan Su
2012	C	`conf`	Replica Pre-adjustment Strategy Based on Trend Analysis of File Popularity within Cloud Environment. CIT Shaochun Wu, Gaozhao Chen, Tiegang Gao, Lingyu Xu, Cuicui Song
2011	—	`conf`	Deep textual semantics acquisition based on the activation of domain knowledge. IEEE ICCI*CC Xiangfeng Luo, Lei Lu, Weidong Liu, Jun Zhang, Lingyu Xu
2011	C	`conf`	Model Interactive Search between User and Associated Link Networks. DASC Baiquan Zhu, Xiangfeng Luo, Yang Liu, Xiang He, Lingyu Xu
2010	—	`conf`	A Research of the Internet Based on Web Information Extraction and Data Fusion. ICWL Workshops Yajun Jiang, Zaoliang Wu, Zengrong Zhan, Lingyu Xu
2009	—	`conf`	A Novel Method of De-noising and Classifying on Mental EEG of Imaging Left-Right Hands Movement. IJCBS Shaochun Wu, Duhong Song, Ming-dong Li, Lingyu Xu
2009	—	`conf`	Conflict Analysis of Multi-source SST Distribution. HPCA (China) Lingyu Xu, Pingen Zhang, Jun Xu, Shaochun Wu, Guijun Han, Dongfeng Xu
2009	—	`conf`	Multi-range Fusion Technique Using Multi-channel Monitoring SST. SKG Lingyu Xu, Pingen Zhang, Xiaojun Fang, Shaochun Wu, Guijun Han, Dongfeng Xu
2009	—	`conf`	The Data Scales in Multi-valued Context Based on Formal Concept Analysis. CIT (2) Shaochun Wu, Ming-dong Li, Yan Tang, Lingyu Xu, Daming Wei
2008	—	`conf`	Multi-text Fusion Computation Based on Flexible Interval Control. ICYCS Lingyu Xu, Na Zhang, Wentao Huang, Shijie Sun
2008	C	`conf`	The Intelligent Cluster Model Based on Semantic Similarity. HPCC Lingyu Xu, Shijie Sun, Yan Li, Na Zhang, Xiangfeng Luo