Shixia Liu(刘世霞)

Associate Professor

School of Software, Tsinghua University

清华大学信息科学技术学院软件学院

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研究领域：
信息可视化及可视分析，具体包括文本可视分析，社会媒体可视分析和用户行为可视分析

奖励与荣誉：
2012微软Ship-It奖
2011微软Ship-It奖
2010年IBM研究成就
2007年IBM研究成就
2006年IBM发明大师

Papers168 papers

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OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples

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

IEEE transactions on visualization and computer graphics, pp.1-1, (2020)

WOSBibtex

Visual Analysis of Discrimination in Machine Learning

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

Bibtex

Diagnosing Concept Drift in Streaming Data

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

Bibtex

Interactive Steering of Hierarchical Clustering

Weikai Yang,Xiting Wang, Jie Lu, Wenwen Dou,Shixia Liu

IEEE transactions on visualization and computer graphics, (2020)

WOSBibtex

A Survey of Visual Analytics Techniques for Machine Learning

Jun Yuan, Changjian Chen, Weikai Yang,Mengchen Liu, Jiazhi Xia,Shixia Liu

Bibtex

概念层次的动态文本可视分析

向首兴, 欧阳方昕,刘世霞

计算机辅助设计与图形学学报, (2020)

Bibtex

Interactive Correction of Mislabeled Training Data

Shouxing Xiang, Xi Ye, Jiazhi Xia,Jing Wu, Yang Chen,Shixia Liu

VAST, pp.57-68, (2019)

EIBibtex

Visual Genealogy of Deep Neural Networks

Qianwen Wang, Jun Yuan, Shuxin Chen,Hang Su,Huamin Qu,Shixia Liu

IEEE transactions on visualization and computer graphics, (2019)

Cited by2WOSBibtex

An Interactive Method to Improve Crowdsourced Annotations

Shixia Liu, Changjian Chen, Fangxin Ouyang,Bin Wang, Yafeng Lu

IEEE Transactions on Visualization and Computer Graphics, (2019)

Bibtex

Visualizing surrogate decision trees of convolutional neural networks

Shichao Jia, Peiwen Lin, Zeyu Li,Jiawan Zhang,Shixia Liu

Journal of Visualization, no. 1 (2019): 141-156

EIBibtex

Visual Analytics for Explainable Deep Learning

Jaegul Choo,Shixia Liu

IEEE Computer Graphics and Applications, no. 4 (2018): 84-92

Cited by62EIWOSBibtex

Steering data quality with visual analytics: The complexity challenge

Shixia Liu, Liu Jiang, Gennady Andrienko, Yingcai Wu, Nan Cao, Conglei Shi, YuShuen Wang, Seokhee Hong

Visual Informatics, (2018)

Bibtex

StreamExplorer: A Multi-Stage System for Visually Exploring Events in Social Streams

Yingcai Wu, Xiao Xie, Zhutian Chen, Guodao Sun, Nan Cao,Shixia Liu, Weiwei Cui

IEEE Transactions on Visualization and Computer Graphics, (2018)

Bibtex

Message from the VIS Paper Chairs and Guest Editors Preface

T Dwyer, N Elmqvist, B Fisher, S Franconeri, I Hotz, RMM Kirby,SX Liu, T Schreck, XR Yuan

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, (2018)

Bibtex

Analyzing the Noise Robustness of Deep Neural Networks

Mengchen Liu,Shixia Liu,Hang Su, Kelei Cao,Jun Zhu

VAST, (2018): 60-71

Cited by13EIBibtex

PhotoRecomposer: Interactive Photo Recomposition by Cropping

Yuan Liang,Xiting Wang,Song-Hai Zhang,Shi-Min Hu,Shixia Liu

IEEE Transactions on Visualization and Computer Graphics, no. 10 (2018): 2728-2742

Cited by10EIWOSBibtex

Steering data quality with visual analytics: The complexity challenge

Shixia Liu,Gennady L. Andrienko,Yingcai Wu,Nan Cao,Liu Jiang,Conglei Shi,Yu-Shuen Wang,Seokhee Hong

Visual Informatics, no. 4 (2018): 191-197

Cited by11EIBibtex

An Interactive Method to Improve Crowdsourced Annotations

Shixia Liu,Changjian Chen,Yafeng Lu, Fangxin Ouyang,Bin Wang

IEEE Transactions on Visualization and Computer Graphics, no. 1 (2018): 235-245

Cited by14WOSEIBibtex

Scalable Training of Hierarchical Topic Models

Jianfei Chen,Jun Zhu,Jie Lu,Shixia Liu

PVLDB, no. 7 (2018): 826-839

Cited by9EIBibtex

Bridging Text Visualization and Mining: A Task-Driven Survey

Shixia Liu,Xiting Wang,Christopher Collins,Wenwen Dou, Fangxin Ouyang, Mennatallah El-Assady,Liu Jiang,Daniel A Keim

IEEE transactions on visualization and computer graphics, (2018)

Cited by24WOSEIBibtex

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