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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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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
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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
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