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A Missing Value Filling Model Based on Feature Fusion Enhanced Autoencoder


Aug 29, 2022
Xinyao Liu, Shengdong Du, Tianrui Li, Fei Teng, Yan Yang


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C$^{2}$IMUFS: Complementary and Consensus Learning-based Incomplete Multi-view Unsupervised Feature Selection


Aug 20, 2022
Yanyong Huang, Zongxin Shen, Yuxin Cai, Xiuwen Yi, Dongjie Wang, Fengmao Lv, Tianrui Li


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DRAformer: Differentially Reconstructed Attention Transformer for Time-Series Forecasting


Jun 11, 2022
Benhan Li, Shengdong Du, Tianrui Li, Jie Hu, Zhen Jia


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Spatio-Temporal Dynamic Graph Relation Learning for Urban Metro Flow Prediction


Apr 06, 2022
Peng Xie, Minbo Ma, Tianrui Li, Shenggong Ji, Shengdong Du, Zeng Yu, Junbo Zhang


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Incremental Unsupervised Feature Selection for Dynamic Incomplete Multi-view Data


Apr 05, 2022
Yanyong Huang, Kejun Guo, Xiuwen Yi, Zhong Li, Tianrui Li


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Spatio-Temporal Latent Graph Structure Learning for Traffic Forecasting


Feb 25, 2022
Jiabin Tang, Tang Qian, Shijing Liu, Shengdong Du, Jie Hu, Tianrui Li


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A Differential Attention Fusion Model Based on Transformer for Time Series Forecasting


Feb 23, 2022
Benhan Li, Shengdong Du, Tianrui Li


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HiSTGNN: Hierarchical Spatio-temporal Graph Neural Networks for Weather Forecasting


Jan 22, 2022
Minbo Ma, Peng Xie, Fei Teng, Tianrui Li, Bin Wang, Shenggong Ji, Junbo Zhang


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Unsupervised feature selection via self-paced learning and low-redundant regularization


Dec 14, 2021
Weiyi Li, Hongmei Chen, Tianrui Li, Jihong Wan, Binbin Sang


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ScaleVLAD: Improving Multimodal Sentiment Analysis via Multi-Scale Fusion of Locally Descriptors


Dec 02, 2021
Huaishao Luo, Lei Ji, Yanyong Huang, Bin Wang, Shenggong Ji, Tianrui Li


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