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Multivariate Time Series Classification with Hierarchical Variational Graph Pooling

Oct 12, 2020
Haoyan Xu, Ziheng Duan, Yunsheng Bai, Yida Huang, Anni Ren, Qianru Yu, Qianru Zhang, Yueyang Wang, Xiaoqian Wang, Yizhou Sun, Wei Wang


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Modeling Complex Spatial Patterns with Temporal Features via Heterogenous Graph Embedding Networks

Sep 11, 2020
Yida Huang, Haoyan Xu, Ziheng Duan, Anni Ren, Jie Feng, Qianru Zhang, Xiaoqian Wang


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Parallel Extraction of Long-term Trends and Short-term Fluctuation Framework for Multivariate Time Series Forecasting

Sep 07, 2020
Haoyan Xu, Ziheng Duan, Yida Huang, Jie Feng, Anni Ren, Qianru Zhang, Pengyu Song, Xiaoqian Wang


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Approaching Machine Learning Fairness through Adversarial Network

Sep 06, 2019
Xiaoqian Wang, Heng Huang


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An Iteratively Re-weighted Method for Problems with Sparsity-Inducing Norms

Jul 02, 2019
Feiping Nie, Zhanxuan Hu, Xiaoqian Wang, Rong Wang, Xuelong Li, Heng Huang

* 11 pages, 3 figures 

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