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Interactive Steering of Hierarchical Clustering


Sep 21, 2020
Weikai Yang, Xiting Wang, Jie Lu, Wenwen Dou, Shixia Liu

* Accepted for IEEE Transactions on Visualization and Computer Graphics (TVCG) 

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Visual Analysis of Discrimination in Machine Learning


Jul 30, 2020
Qianwen Wang, Zhenhua Xu, Zhutian Chen, Yong Wang, Shixia Liu, Huamin Qu


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Diagnosing Concept Drift with Visual Analytics


Jul 29, 2020
Weikai Yang, Zhen Li, Mengchen Liu, Yafeng Lu, Kelei Cao, Ross Maciejewski, Shixia Liu

* 10 pages + 2 pages reference, 8 figures, VAST 2020 

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Diagnosing Concept Drift in Streaming Data


Jul 28, 2020
Weikai Yang, Zhen Li, Mengchen Liu, Yafeng Lu, Kelei Cao, Ross Maciejewski, Shixia Liu

* 10 pages, 8 figures, VAST 2020 

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OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples


Feb 08, 2020
Changjian Chen, Jun Yuan, Yafeng Lu, Yang Liu, Hang Su, Songtao Yuan, Shixia Liu

* 14 pages, 13 figures 

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Analyzing the Noise Robustness of Deep Neural Networks


Jan 26, 2020
Kelei Cao, Mengchen Liu, Hang Su, Jing Wu, Jun Zhu, Shixia Liu


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Recent Research Advances on Interactive Machine Learning


Nov 12, 2018
Liu Jiang, Shixia Liu, Changjian Chen


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Visual Analytics for Explainable Deep Learning


Apr 07, 2018
Jaegul Choo, Shixia Liu

* IEEE Computer Graphics and Applications, 2018 

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Scalable Inference for Nested Chinese Restaurant Process Topic Models


Feb 23, 2017
Jianfei Chen, Jun Zhu, Jie Lu, Shixia Liu


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Towards Better Analysis of Machine Learning Models: A Visual Analytics Perspective


Feb 04, 2017
Shixia Liu, Xiting Wang, Mengchen Liu, Jun Zhu

* This article will be published in Visual Infomatics 

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Towards Better Analysis of Deep Convolutional Neural Networks


May 04, 2016
Mengchen Liu, Jiaxin Shi, Zhen Li, Chongxuan Li, Jun Zhu, Shixia Liu

* Submitted to VIS 2016 

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Scaling up Dynamic Topic Models


Feb 19, 2016
Arnab Bhadury, Jianfei Chen, Jun Zhu, Shixia Liu

* 10 pages, 8 figures, to appear in WWW 2016 

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Tracking Idea Flows between Social Groups


Dec 13, 2015
Yangxin Zhong, Shixia Liu, Xiting Wang, Jiannan Xiao, Yangqiu Song

* 8 pages, AAAI 2016 

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