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SHGNN: Structure-Aware Heterogeneous Graph Neural Network


Dec 14, 2021
Wentao Xu, Yingce Xia, Weiqing Liu, Jiang Bian, Jian Yin, Tie-Yan Liu

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KGE-CL: Contrastive Learning of Knowledge Graph Embeddings


Dec 09, 2021
Wentao Xu, Zhiping Luo, Weiqing Liu, Jiang Bian, Jian Yin, Tie-Yan Liu

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HIST: A Graph-based Framework for Stock Trend Forecasting via Mining Concept-Oriented Shared Information


Oct 26, 2021
Wentao Xu, Weiqing Liu, Lewen Wang, Yingce Xia, Jiang Bian, Jian Yin, Tie-Yan Liu

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Instance-wise Graph-based Framework for Multivariate Time Series Forecasting


Sep 14, 2021
Wentao Xu, Weiqing Liu, Jiang Bian, Jian Yin, Tie-Yan Liu

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REST: Relational Event-driven Stock Trend Forecasting


Feb 19, 2021
Wentao Xu, Weiqing Liu, Chang Xu, Jiang Bian, Jian Yin, Tie-Yan Liu

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SEEK: Segmented Embedding of Knowledge Graphs


May 02, 2020
Wentao Xu, Shun Zheng, Liang He, Bin Shao, Jian Yin, Tie-Yan Liu

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