Xiaotong Liu 
contact information
Research Staff MemberIBM Almaden Research Center, San Jose, CA, USA
links
2019
High-dimensional data analysis with subspace comparison using matrix visualization:
Junpeng Wang, Xiaotong Liu, Han-Wei Shen
Information Visualization 18(1), 94-109, 2019
Abstract visualization, subspace topology, scaling, principal component analysis, pattern recognition, matrix, linear subspace, dimensionality reduction, computer vision, computer science, clustering high dimensional data, artificial intelligence
Junpeng Wang, Xiaotong Liu, Han-Wei Shen
Information Visualization 18(1), 94-109, 2019
Abstract visualization, subspace topology, scaling, principal component analysis, pattern recognition, matrix, linear subspace, dimensionality reduction, computer vision, computer science, clustering high dimensional data, artificial intelligence
An Empirical Study of Factors Affecting Language-Independent Models
Xiaotong Liu, Yingbei Tong, Anbang Xu, Rama Akkiraju
arXiv preprint arXiv:1912.13106, 2019
Abstract sequence labeling, sentence, scaling, preprocessor, natural language processing, machine learning, feature engineering, empirical research, computer science, artificial intelligence
Xiaotong Liu, Yingbei Tong, Anbang Xu, Rama Akkiraju
arXiv preprint arXiv:1912.13106, 2019
Abstract sequence labeling, sentence, scaling, preprocessor, natural language processing, machine learning, feature engineering, empirical research, computer science, artificial intelligence
Cognitive Learning: How to Become William Shakespeare
Xiaotong Liu, Anbang Xu, Zhe Liu, Yufan Guo, Rama Akkiraju
Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems
Abstract writing style, visual analytics, stylometry, human computer interaction, grammar, computer science, computational linguistics, cognitive computing, cognition, analytics
Xiaotong Liu, Anbang Xu, Zhe Liu, Yufan Guo, Rama Akkiraju
Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems
Abstract writing style, visual analytics, stylometry, human computer interaction, grammar, computer science, computational linguistics, cognitive computing, cognition, analytics
2018
CorrelatedMultiples: Spatially Coherent Small Multiples With Constrained Multi-Dimensional Scaling
Xiaotong Liu, Yifan Hu, Stephen C. North, Han-Wei Shen
Computer Graphics Forum 37(1), 7-18, 2018
Abstract visualization, visual search, theoretical computer science, solver, scaling, multiple, multidimensional scaling, information visualization, full table scan, computer science
Xiaotong Liu, Yifan Hu, Stephen C. North, Han-Wei Shen
Computer Graphics Forum 37(1), 7-18, 2018
Abstract visualization, visual search, theoretical computer science, solver, scaling, multiple, multidimensional scaling, information visualization, full table scan, computer science
Voice of Customer: A Tone-based Analysis System for Online User Engagement
Xiaotong Liu, Anbang Xu, Vibha Sinha, Rama Akkiraju
Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems, pp. LBW001:1--LBW001:6, ACM
Xiaotong Liu, Anbang Xu, Vibha Sinha, Rama Akkiraju
Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems, pp. LBW001:1--LBW001:6, ACM
2017
Understanding Purchase Behaviors Through Personality-driven Traces
Xiaotong Liu, Anbang Xu, Rama Akkiraju, Vibha Sinha
Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems, pp. 1837--1843, ACM
Xiaotong Liu, Anbang Xu, Rama Akkiraju, Vibha Sinha
Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems, pp. 1837--1843, ACM
Pointwise Information Guided Visual Analysis of Time-varying Multi-fields
Soumya Dutta, Xiaotong Liu, Ayan Biswas, Han-Wei Shen, Jen-Ping Chen
SIGGRAPH Asia Symposium on Visualization, ACM, 2017
Soumya Dutta, Xiaotong Liu, Ayan Biswas, Han-Wei Shen, Jen-Ping Chen
SIGGRAPH Asia Symposium on Visualization, ACM, 2017
Range Likelihood Tree: A Compact and Effective Representation for Visual Exploration of Uncertain Data Sets
Wenbin He, Xiaotong Liu, Han-Wei Shen, Scott M.Collis, Jonathan J Helmus
The 10th IEEE Pacific Visualization Symposium (PacificVis 2017)
Wenbin He, Xiaotong Liu, Han-Wei Shen, Scott M.Collis, Jonathan J Helmus
The 10th IEEE Pacific Visualization Symposium (PacificVis 2017)
Visualization of Time-Varying Weather Ensembles Across Multiple Resolutions
Ayan Biswas, Guang Lin, Xiaotong Liu, Han-Wei Shen
IEEE Transactions on Visualization and Computer Graphics, IEEE, 2017
Ayan Biswas, Guang Lin, Xiaotong Liu, Han-Wei Shen
IEEE Transactions on Visualization and Computer Graphics, IEEE, 2017
Multi-Resolution Climate Ensemble Parameter Analysis with Nested Parallel Coordinates Plots
Junpeng Wang, Xiaotong Liu, Han-Wei Shen, Guang Lin
IEEE Transactions on Visualization and Computer Graphics, IEEE, 2017
Junpeng Wang, Xiaotong Liu, Han-Wei Shen, Guang Lin
IEEE Transactions on Visualization and Computer Graphics, IEEE, 2017
2016
A Bayesian Approach for Probabilistic Streamline Computation in Uncertain Flows
Wenbin He, Xiaotong Liu, Han-Wei Shen, Scott M. Collis, Jonathan J. Helmus
IEEE Pacific Visualization Symposium, 2016
Wenbin He, Xiaotong Liu, Han-Wei Shen, Scott M. Collis, Jonathan J. Helmus
IEEE Pacific Visualization Symposium, 2016
Visual Exploration and Comparative Analytics of Multidimensional Data Sets
Xiaotong Liu
Ph.D. Thesis, 2016
Xiaotong Liu
Ph.D. Thesis, 2016
SocialBrands: Visual Analysis of Public Perceptions of Brands on Social Media
Xiaotong Liu, Anbang Xu, Liang Gou, Haibin Liu, Rama Akkiraju, Han-Wei Shen
IEEE Visual Analytics Science and Technology (VAST/VIS), 2016
Xiaotong Liu, Anbang Xu, Liang Gou, Haibin Liu, Rama Akkiraju, Han-Wei Shen
IEEE Visual Analytics Science and Technology (VAST/VIS), 2016
2015
Visualization and Analysis of Rotating Stall for Transonic Jet Engine Simulation
Chun-Ming Chen, Soumya Dutta, Xiaotong Liu, Gregory Heinlein, Han-Wei Shen, Jen-Ping Chen
IEEE Transactions on Visualization and Computer Graphics, IEEE, 2015
Chun-Ming Chen, Soumya Dutta, Xiaotong Liu, Gregory Heinlein, Han-Wei Shen, Jen-Ping Chen
IEEE Transactions on Visualization and Computer Graphics, IEEE, 2015
GalaxyExplorer: Influence-Driven Visual Exploration of Context-Specific Social Media Interactions
Xiaotong Liu, Srinivasan Parthasarathy, Han-Wei Shen, Yifan Hu
International World Wide Web Conference, pp. 215--218, 2015
Xiaotong Liu, Srinivasan Parthasarathy, Han-Wei Shen, Yifan Hu
International World Wide Web Conference, pp. 215--218, 2015
Supporting multifaceted viewing of word clouds with focus+ context display
Xiaotong Liu, Han-Wei Shen, Yifan Hu
Information Visualization 14(2), 168--180, SAGE Publications, 2015
Xiaotong Liu, Han-Wei Shen, Yifan Hu
Information Visualization 14(2), 168--180, SAGE Publications, 2015
The effects of representation and juxtaposition on graphical perception of matrix visualization
Xiaotong Liu, Han-Wei Shen
Proceedings of the 33rd annual ACM conference on Human factors in computing systems, pp. 269--278, 2015
Xiaotong Liu, Han-Wei Shen
Proceedings of the 33rd annual ACM conference on Human factors in computing systems, pp. 269--278, 2015
Association Analysis for Visual Exploration of Multivariate Scientific Data Sets
Xiaotong Liu, Han-Wei Shen
IEEE Transactions on Visualization and Computer Graphics, IEEE, 2015
Xiaotong Liu, Han-Wei Shen
IEEE Transactions on Visualization and Computer Graphics, IEEE, 2015
2013
Compactmap: A mental map preserving visual interface for streaming text data
Xiaotong Liu, Yifan Hu, Stephen North, Han-Wei Shen
Big Data, 2013 IEEE International Conference on, pp. 48--55
Abstract
Xiaotong Liu, Yifan Hu, Stephen North, Han-Wei Shen
Big Data, 2013 IEEE International Conference on, pp. 48--55
Abstract
ViSizer: a visualization resizing framework
Yingcai Wu, Xiaotong Liu, Shixia Liu, Kwan-Liu Ma
IEEE Transactions on Visualization and Computer Graphics 19(2), 278--290, IEEE, 2013
Abstract
Yingcai Wu, Xiaotong Liu, Shixia Liu, Kwan-Liu Ma
IEEE Transactions on Visualization and Computer Graphics 19(2), 278--290, IEEE, 2013
Abstract