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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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Hierarchical Large-scale Graph Similarity Computation via Graph Coarsening and Matching

Jun 09, 2020
Haoyan Xu, Runjian Chen, Yunsheng Bai, Jie Feng, Ziheng Duan, Ke Luo, Yizhou Sun, Wei Wang


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Deep Learning Based Detection and Localization of Cerebal Aneurysms in Computed Tomography Angiography

May 22, 2020
Ziheng Duan, Daniel Montes, Yangsibo Huang, Dufan Wu, Javier M. Romero, Ramon Gilberto Gonzalez, Quanzheng Li


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Graph Partitioning and Graph Neural Network based Hierarchical Graph Matching for Graph Similarity Computation

May 16, 2020
Haoyan Xu, Ziheng Duan, Jie Feng, Runjian Chen, Yida Huang, Yueyang Wang


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Hierarchical and Fast Graph Similarity Computation via Graph Coarsening and Deep Graph Learning

May 14, 2020
Haoyan Xu, Runjian Chen, Yunsheng Bai, Jie Feng, Ziheng Duan, Ke Luo, Yizhou Sun, Wei Wang


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Multivariate Time Series Forecasting Based on Causal Inference with Transfer Entropy and Graph Neural Network

May 03, 2020
Haoyan Xu, Yida Huang, Ziheng Duan, Jie Feng, Pengyu Song


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