Xiaotong Liu  Xiaotong Liu photo       

contact information

Research Staff Member
IBM Almaden Research Center, San Jose, CA, USA

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Professional Associations

Professional Associations:  ACM SIGCHI  |  IEEE InfoVis/VAST/Vis


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

High-Dimensional Data Analysis with Subspace Comparison using Matrix Visualization
Junpeng Wang, Xiaotong Liu, Han-Wei Shen
Information Visualization, SAGE Publications, 2017

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

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)

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

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


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

Visual Exploration and Comparative Analytics of Multidimensional Data Sets
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


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

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

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

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

Association Analysis for Visual Exploration of Multivariate Scientific Data Sets
Xiaotong Liu, Han-Wei Shen
IEEE Transactions on Visualization and Computer Graphics, IEEE, 2015

CorrelatedMultiples: Spatially Coherent Small Multiples with Constrained Multidimensional Scaling
Xiaotong Liu, Yifan Hu, Stephen North, Han-Wei Shen
Computer Graphics Forum, pp. 10--1111, 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

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