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Junpeng Wang

How Does Attention Work in Vision Transformers? A Visual Analytics Attempt

Mar 24, 2023
Yiran Li, Junpeng Wang, Xin Dai, Liang Wang, Chin-Chia Michael Yeh, Yan Zheng, Wei Zhang, Kwan-Liu Ma

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* Accepted by PacificVis 2023 and selected to be published in TVCG

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Visual Analytics of Neuron Vulnerability to Adversarial Attacks on Convolutional Neural Networks

Mar 06, 2023
Yiran Li, Junpeng Wang, Takanori Fujiwara, Kwan-Liu Ma

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* Accepted by the Special Issue on Human-Centered Explainable AI, ACM Transactions on Interactive Intelligent Systems

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Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series

Dec 09, 2022
Audrey Der, Chin-Chia Michael Yeh, Renjie Wu, Junpeng Wang, Yan Zheng, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn Keogh

* Accepted at IEEE ICKG 2022. (Previously entitled IEEE ICBK.) Abridged abstract as per arxiv's requirements

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Learning-From-Disagreement: A Model Comparison and Visual Analytics Framework

Jan 19, 2022
Junpeng Wang, Liang Wang, Yan Zheng, Chin-Chia Michael Yeh, Shubham Jain, Wei Zhang

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* 16 pages,13 figures

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