Conference Full Papers (11)

 

A Visual Analytics Approach for Exploratory Causal Analysis:
Exploration, Validation, and Applications
Xiao Xie ( summer intern), Fan Du, Yingcai Wu
TVCG | VAST IEEE Conference on Visual Analytics Science & Technology, 2020.
Download: [pdf] [virtual presentation]

 

Real-Time Clustering for Large Sparse Online Visitor Data
Gromit Chan ( summer intern), Fan Du, Ryan Rossi, Anup Rao, Eunyee Koh, Claudio Silva, Juliana Freire
WWW Proceedings of The Web Conference, 2020.
Download: [pdf] | Oral Presentation

 

The Impact of Presentation Style on Human-In-The-Loop Detection of Algorithmic Bias
Po-Ming Law ( summer intern), Sana Malik, Fan Du, Moumita Sinha
GI Proceedings of Graphics Interface, 2020.
Download: [pdf]

 

Visualizing Uncertainty and Alternatives in Event Sequence Predictions
Shunan Guo ( summer intern), Fan Du, Sana Malik, Eunyee Koh, Sungchul Kim
Zhicheng Liu, Donghyun Kim, Hongyuan Zha, Nan Cao
CHI Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 2019.
Download: [pdf] [system] | Sneaks Demo @ Adobe Summit | Forbes News

 

DeepCompare: Visual and Interactive Comparison of Deep Learning Model Performance
Sugeerth Murugesan ( summer intern), Sana Malik, Fan Du, Eunyee Koh, Tuan Manh Lai
VDS Symposium on Visualization in Data Science, 2018.
Download: [pdf]

 

Finding Similar People to Guide Life Choices: Challenge, Design, and Evaluation
Fan Du, Catherine Plaisant, Neil Spring, Ben Shneiderman
CHI Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 2017.
Download: [pdf] [software] [video] | Best Paper Honorable Mention

 

iSphere: Focus+Context Sphere Visualization for Interactive Large Graph Exploration
Fan Du, Nan Cao, Yu-Ru Lin, Panpan Xu, Hanghang Tong
CHI Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 2017.
Download: [pdf] [demo] [quad-tree]

 

EventAction: Visual Analytics for Temporal Event Sequence Recommendation
Fan Du, Catherine Plaisant, Neil Spring, Ben Shneiderman
VAST Proceedings of the IEEE Visual Analytics Science and Technology, 2016.
Download: [pdf] [software] [video] | Featured in News

 

Trajectory Bundling for Animated Transitions
Fan Du, Nan Cao, Jian Zhao, Yu-Ru Lin
CHI Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 2015.
Download: [pdf] [video]

 

Cohort Comparison of Event Sequences
with Balanced Integration of Visual Analytics and Statistics
Sana Malik, Fan Du, Megan Monroe, Eberechukwu Onukwugha, Catherine Plaisant, Ben Shneiderman
IUI Proceedings of the 20th International Conference on Intelligent User Interfaces, 2015.
Download: [pdf] [software] [video]

 

Visual Analysis of Set Relations in a Graph
Panpan Xu, Fan Du, Nan Cao, Conglei Shi, Hong Zhou, Huamin Qu
CGF | EuroVis Computer Graphics Forum (Proc. EuroVis), 2013.
Download: [pdf]

 

Journal Articles (11)

 

A Visual Analytics Approach for Exploratory Causal Analysis:
Exploration, Validation, and Applications
Xiao Xie ( summer intern), Fan Du, Yingcai Wu
TVCG | VAST IEEE Transactions on Visualization and Computer Graphics, 2020.

 

EventAction: A Visual Analytics Approach to Explainable
Recommendation for Event Sequences
Fan Du, Catherine Plaisant, Neil Spring, Kenyon Crowley, Ben Shneiderman
TiiS ACM Transactions on Interactive Intelligent Systems, 2019.
Download: [pdf] | TiiS Best Paper Award

 

Visual Progression Analysis of Event Sequence Data
Shunan Guo, Zhuochen Jin, David Gotz, Fan Du, Hongyuan Zha, Nan Cao
TVCG IEEE Transactions on Visualization and Computer Graphics, 2019.
Download: [pdf]

 

Visual Interfaces for Recommendation Systems:
Finding Similar and Dissimilar Peers
Fan Du, Catherine Plaisant, Neil Spring, Ben Shneiderman
TIST ACM Transactions on Intelligent Systems and Technology, 2018.
Download: [pdf]

 

RCLens: Interactive Rare Category Exploration and Identification
Hanfei Lin, Siyuan Gao, David Gotz, Fan Du, Jingrui He, Nan Cao
TVCG IEEE Transactions on Visualization and Computer Graphics, 2018.
Download: [pdf]

 

Coping with Volume and Variety in Temporal Event Sequences:
Strategies for Sharpening Analytic Focus
Fan Du, Ben Shneiderman, Catherine Plaisant, Sana Malik, Adam Perer
TVCG IEEE Transactions on Visualization and Computer Graphics, 2017.
Download: [pdf] [software] | Software Licensed by 5+ Corporations

 

Giardiasis Diagnosis and Treatment Practices
Among Commercially Insured Persons in the United States
Karlyn Beer, Sarah Collier, Fan Du, Julia Gargano
CID Clinical Infectious Diseases, 2017.
Download: [eprint] | Joint work with

 

Z-Glyph: Visualizing Outliers in Multivariate Data
Nan Cao, Yu-Ru Lin, David Gotz, Fan Du
IV Information Visualization, 2017.
Download: [pdf]

 

High-Volume Hypothesis Testing:
Systematic Exploration of Event Sequence Comparisons
Sana Malik, Ben Shneiderman, Fan Du, Catherine Plaisant, Margret Bjarnadottir
TiiS ACM Transactions on Interactive Intelligent Systems, 2016.
Download: [pdf]

 

Episogram: Visual Summarization of Egocentric Social Interactions
Nan Cao, Yu-Ru Lin, Fan Du, Dashun Wang
CGA IEEE Computer Graphics and Applications, 2016.
Download: [pdf] [video] | Feature Article

 

Visual Analysis of Set Relations in a Graph
Panpan Xu, Fan Du, Nan Cao, Conglei Shi, Hong Zhou, Huamin Qu
CGF | EuroVis Computer Graphics Forum (Proc. EuroVis), 2013.
Download: [pdf]

 

Conference Short Papers (10)

 

Interactive Event Sequence Prediction for Marketing Analysts
Fan Du, Shunan Guo, Sana Malik, Eunyee Koh, Sungchul Kim, Zhicheng Liu
CHI CHI Extended Abstracts on Human Factors in Computing Systems, 2020.
Download: [pdf]

 

A Formative Study on Designing Accurate and Natural Figure Captioning Systems
Xin Qian, Eunyee Koh, Fan Du, Sungchul Kim, Joel Chan
CHI CHI Extended Abstracts on Human Factors in Computing Systems, 2020.
Download: [pdf]

 

Visual Analysis of Anomalous Learning Activities in Massive Open Online Courses
Xing Mu, Ke Xu, Qing Chen, Fan Du, Yun Wang, Huamin Qu
EuroVis Proceedings of the Eurographics/IEEE VGTC Conference on Visualization, 2019.
Download: [pdf]

 

Personalizable and Interactive Sequence Recommender System
Fan Du, Sana Malik, Georgios Theocharous, Eunyee Koh
CHI CHI Extended Abstracts on Human Factors in Computing Systems, 2018.
Download: [pdf]

 

Interactive Campaign Planning for Marketing Analysts
Fan Du, Sana Malik, Eunyee Koh, Georgios Theocharous
CHI CHI Extended Abstracts on Human Factors in Computing Systems, 2018.
Download: [pdf]

 

Simplifying Overviews of Temporal Event Sequences
Matthew Louis Mauriello, Ben Shneiderman, Fan Du, Sana Malik, Catherine Plaisant
CHI CHI Extended Abstracts on Human Factors in Computing Systems, 2016.
Download: [pdf] | Best Paper Honorable Mention

 

Visualizing Clinical Event Sequences to Support EHR Data Retrieval
Brian M. Paciotti, Fan Du, Shang Wei, Samuel Morley
AMIA AMIA Annual Symposium, 2016.
Download: [pdf]

 

What Did Others Like Me Do to Reach Their Health Goals?
EventAction for Event Sequence Recommendations
Fan Du, Catherine Plaisant, Ben Shneiderman
VVH Workshop on Valuable Visualization of Healthcare Information, AVI, 2016.
Download: [pdf]

 

EventFlow: Interactive Event Sequence Visualization and Querying
Fan Du, Sana Malik, Catherine Plaisant, Ben Shneiderman
VAHC Workshop on Visual Analytics in Healthcare (in conjunction with AMIA), 2014.
Download: [pdf]

 

An Evaluation of Visual Analytics Approaches to Comparing Cohorts of Event Sequences
Sana Malik, Fan Du, Megan Monroe, Eberechukwu Onukwugha, Catherine Plaisant, Ben Shneiderman
EHRVis Workshop on Visualizing Electronic Health Record Data, IEEE VIS, 2014.
Download: [pdf]