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Rusheng Pan

Interests

Information Visualization
Visual Analytics

Latest

    Towards Efficient Visual Simplification of Computational Graphs in Deep Neural Networks

    IEEE TVCG | IEEE Transactions on Visualization and Computer Graphics
    A computational graph in a deep neural network (DNN) denotes a specific data flow diagram (DFD) composed of many tensors and operators. …
    Rusheng Pan , Zhiyong Wang , Yating Wei , Han Gao , Gongchang Ou , Caleb Chen Cao , Jingli Xu , Tong Xu , Wei Chen
    PDF Video DOI

    Umbra: A Visual Analysis Approach for Defense Construction Against Inference Attacks on Sensitive Information

    IEEE TVCG | IEEE Transactions on Visualization and Computer Graphics
    Collecting and analyzing anonymous personal information is required as a part of data analysis processes, such as medical diagnosis and …
    Xumeng Wang , Chris Bryan , Yiran Li , Rusheng Pan , Yanling Liu , Wei Chen , Kwan-Liu Ma
    DOI

    GraphProtector: A Visual Interface for Employing and Assessing Multiple Privacy Preserving Graph Algorithms.

    IEEE TVCG | IEEE Transactions on Visualization and Computer Graphics
    Analyzing social networks reveals the relationships between individuals and groups in the data. However, such analysis can also lead to …
    Xumeng Wang , Wei Chen , Jia-Kai Chou , Chris Bryan , Huihua Guan , Wenlong Chen , Rusheng Pan , Kwan-Liu Ma
    PDF Slides Video Video
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