Self-attention-based time-variant neural networks for multi-step time series forecasting von Gao, Changxia, Zhang, Ning, Li, Youru, Bian, Feng, Wan, Huaiyu

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Multi-scale adaptive attention-based time-variant neural networks for multi-step time series forecasting von Changxia, Gao, Ning, Zhang, Youru, Li, Yan, Lin, Huaiyu, Wan

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AOL4PS: A Large-scale Data Set for Personalized Search von Guo, Qian, Chen, Wei, Wan, Huaiyu

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Inferring the Travel Purposes of Passenger Groups for Better Understanding of Passengers von Lin, Youfang, Wan, Huaiyu, Jiang, Rui, Wu, Zhihao, Jia, Xuguang

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Deep Spatial-Temporal 3D Convolutional Neural Networks for Traffic Data Forecasting von Guo, Shengnan, Lin, Youfang, Li, Shijie, Chen, Zhaoming, Wan, Huaiyu

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Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting von Guo, Shengnan, Lin, Youfang, Wan, Huaiyu, Li, Xiucheng, Cong, Gao

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IEEE Access Special Section Editorial: Advanced Data Mining Methods for Social Computing von Zhao, Yongqiang, Pan, Shirui, Wu, Jia, Wan, Huaiyu, Liang, Huizhi, Wang, Haishuai, Shen, Huawei

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Pre-Training Time-Aware Location Embeddings from Spatial-Temporal Trajectories von Wan, Huaiyu, Lin, Yan, Guo, Shengnan, Lin, Youfang

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Adversarial self-attentive time-variant neural networks for multi-step time series forecasting von Gao, Changxia, Zhang, Ning, Li, Youru, Lin, Yan, Wan, Huaiyu

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Exploiting global context and external knowledge for distantly supervised relation extraction von Gao, Jianwei, Wan, Huaiyu, Lin, Youfang

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Building and exploiting spatial–temporal knowledge graph for next POI recommendation von Chen, Wei, Wan, Huaiyu, Guo, Shengnan, Huang, Haoyu, Zheng, Shaojie, Li, Jiamu, Lin, Shuohao, Lin, Youfang

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Spatial-Temporal Position-Aware Graph Convolution Networks for Traffic Flow Forecasting von Zhao, Yiji, Lin, Youfang, Wen, Haomin, Wei, Tonglong, Jin, Xiyuan, Wan, Huaiyu

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Pre-Training General Trajectory Embeddings With Maximum Multi-View Entropy Coding von Lin, Yan, Wan, Huaiyu, Guo, Shengnan, Hu, Jilin, Jensen, Christian S., Lin, Youfang

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Micro-Macro Spatial-Temporal Graph-Based Encoder-Decoder for Map-Constrained Trajectory Recovery von Wei, Tonglong, Lin, Youfang, Lin, Yan, Guo, Shengnan, Zhang, Lan, Wan, Huaiyu

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Diff-RNTraj: A Structure-Aware Diffusion Model for Road Network-Constrained Trajectory Generation von Wei, Tonglong, Lin, Youfang, Guo, Shengnan, Lin, Yan, Huang, Yiheng, Xiang, Chenyang, Bai, Yuqing, Wan, Huaiyu

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Spatial–temporal uncertainty-aware graph networks for promoting accuracy and reliability of traffic forecasting von Jin, Xiyuan, Wang, Jing, Guo, Shengnan, Wei, Tonglong, Zhao, Yiji, Lin, Youfang, Wan, Huaiyu

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Inductive and adaptive graph convolution networks equipped with constraint task for spatial–temporal traffic data kriging von Wei, Tonglong, Lin, Youfang, Guo, Shengnan, Lin, Yan, Zhao, Yiji, Jin, Xiyuan, Wu, Zhihao, Wan, Huaiyu

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Spatial-Temporal Cross-View Contrastive Pre-Training for Check-in Sequence Representation Learning von Gong, Letian, Wan, Huaiyu, Guo, Shengnan, Li, Xiucheng, Lin, Yan, Zheng, Erwen, Wang, Tianyi, Zhou, Zeyu, Lin, Youfang

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CTS-LSTM: LSTM-based neural networks for correlatedtime series prediction von Wan, Huaiyu, Guo, Shengnan, Yin, Kang, Liang, Xiaohui, Lin, Youfang

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Traffic Inflow and Outflow Forecasting by Modeling Intra- and Inter-Relationship Between Flows von Zhao, Yiji, Lin, Youfang, Zhang, Yongkai, Wen, Haomin, Liu, Yunxiao, Wu, Hao, Wu, Zhihao, Zhang, Shuaichao, Wan, Huaiyu

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