Rusheng Pan

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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

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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

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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

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