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Zhongwei Wang

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Information Visualization
Visual Analytics

Latest

    Visual Diagnostics of Parallel Performance in Training Large-Scale DNN Models

    IEEE TVCG | IEEE Transactions on Visualization and Computer Graphics
    Diagnosing the cluster-based performance of large-scale deep neural network (DNN) models during training is essential for improving …
    Yating Wei , Zhiyong Wang , Zhongwei Wang , Yong Dai , Gongchang Ou , Han Gao , Haitao Yang , Yue Wang , Caleb Chen Cao , Luoxuan Weng , Jiaying Lu , Rongchen Zhu , Wei Chen
    Video DOI

    DPVisCreator: Incorporating Pattern Constraints to Privacy-preserving Visualizations via Differential Privacy

    IEEE TVCG | IEEE Transactions on Visualization and Computer Graphics
    Data privacy is an essential issue in publishing data visualizations. However, it is challenging to represent multiple data patterns in …
    Jiehui Zhou , Xumeng Wang , Jason K. Wong , Huanliang Wang , Zhongwei Wang , Xiaoyu Yang , Xiaoran Yan , Haozhe Feng , Huamin Qu , Haochao Ying , Wei Chen
    PDF Code Video DOI

    Multivariate Time-Series Forecasting with Temporal Polynomial Graph Neural Networks

    NeurIPS | Proceedings of the Advances in Neural Information Processing Systems
    Modeling multivariate time series (MTS) is critical in modern intelligent systems. The accurate forecast of MTS data is still …
    Yijing Liu , Qinxian Liu , Jianwei Zhang , Haozhe Feng , Zhongwei Wang , Zihan Zhou , Wei Chen
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