Fan Du

ORCID

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 71

Top Venues

CoRR

IEEE Trans. Vis. Comput. Graph.

CHI

BigData

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Brodrick Stigall, Ryan A. Rossi, Jane Hoffswell, Xiang Chen, Shunan Guo, Fan Du, Eunyee Koh, Kelly Caine
On Chatbots for Visual Exploratory Data Analysis. BigData (2023)
Arpit Narechania, Fan Du, Atanu R. Sinha, Ryan Rossi, Jane Hoffswell, Shunan Guo, Eunyee Koh, Shamkant B. Navathe, Alex Endert
DataPilot: Utilizing Quality and Usage Information for Subset Selection during Visual Data Preparation. CHI (2023)
Jian Zhao, Shenyu Xu, Senthil K. Chandrasegaran, Chris Bryan, Fan Du, Aditi Mishra, Xin Qian, Yiran Li, Kwan-Liu Ma
ChartStory: Automated Partitioning, Layout, and Captioning of Charts into Comic-Style Narratives. IEEE Trans. Vis. Comput. Graph. 29 (2) (2023)
Chen Chen, Jane Hoffswell, Shunan Guo, Ryan A. Rossi, Yeuk-Yin Chan, Fan Du, Eunyee Koh, Zhicheng Liu
WhatsNext: Guidance-enriched Exploratory Data Analysis with Interactive, Low-Code Notebooks. VL/HCC (2023)
Xinyu Shi, Ziqi Zhou, Jing Wen Zhang, Ali Neshati, Anjul Kumar Tyagi, Ryan A. Rossi, Shunan Guo, Fan Du, Jian Zhao
De-Stijl: Facilitating Graphics Design with Interactive 2D Color Palette Recommendation. CHI (2023)
Md Main Uddin Rony, Fan Du, Ryan A. Rossi, Jane Hoffswell, Niyati Chhaya, Iftikhar Ahamath Burhanuddin, Eunyee Koh
Augmenting Visualizations with Predictive and Investigative Insights to Facilitate Decision Making. WWW (Companion Volume) (2023)
Pattara Sukprasert, Gromit Yeuk-Yin Chan, Ryan A. Rossi, Fan Du, Eunyee Koh
Discovery and Matching Numerical Attributes in Data Lakes. BigData (2023)
Chen Chen, Jane Hoffswell, Shunan Guo, Ryan A. Rossi, Gromit Yeuk-Yin Chan, Fan Du, Eunyee Koh, Zhicheng Liu
WHATSNEXT: Guidance-enriched Exploratory Data Analysis with Interactive, Low-Code Notebooks. CoRR (2023)
Mingxing Zhang, Teng Ma, Jinqi Hua, Zheng Liu, Kang Chen, Ning Ding, Fan Du, Jinlei Jiang, Tao Ma, Yongwei Wu
Partial Failure Resilient Memory Management System for (CXL-based) Distributed Shared Memory. SOSP (2023)
Abhraneel Sarma, Shunan Guo, Jane Hoffswell, Ryan A. Rossi, Fan Du, Eunyee Koh, Matthew Kay
Evaluating the Use of Uncertainty Visualisations for Imputations of Data Missing At Random in Scatterplots. IEEE Trans. Vis. Comput. Graph. 29 (1) (2023)
Arpit Narechania, Surya Chakraborty, Shivam Agarwal, Atanu R. Sinha, Ryan A. Rossi, Fan Du, Jane Hoffswell, Shunan Guo, Eunyee Koh, Alex Endert, Shamkant B. Navathe
DataCockpit: A Toolkit for Data Lake Navigation and Monitoring Utilizing Quality and Usage Information. BigData (2023)
Gautam Choudhary, Iftikhar Ahamath Burhanuddin, Eunyee Koh, Fan Du, Ryan A. Rossi
PersonaSAGE: A Multi-Persona Graph Neural Network. BigData (2023)
Arpit Narechania, Fan Du, Atanu R. Sinha, Ryan A. Rossi, Jane Hoffswell, Shunan Guo, Eunyee Koh, Shamkant B. Navathe, Alex Endert
DataPilot: Utilizing Quality and Usage Information for Subset Selection during Visual Data Preparation. CoRR (2023)
Camille Harris, Ryan A. Rossi, Sana Malik, Jane Hoffswell, Fan Du, Tak Yeon Lee, Eunyee Koh, Handong Zhao
SpotLight: Visual Insight Recommendation. WWW (Companion Volume) (2023)
Will Epperson, Kanit Wongsuphasawat, Allison Whilden, Fan Du, Justin Talbot
A Declarative Specification for Authoring Metrics Dashboards. CoRR (2023)
Camille Harris, Ryan A. Rossi, Sana Malik, Jane Hoffswell, Fan Du, Tak Yeon Lee, Eunyee Koh, Handong Zhao
Visual Insight Recommendation: From Ranking Insight Visualizations to Insight Types. BigData (2023)
Zhuohao Zhang, Sana Malik, Shunan Guo, Jane Hoffswell, Ryan A. Rossi, Fan Du, Eunyee Koh
Understanding Business Analysts' Needs for Data Report Authoring. EuroVA@EuroVis (2022)
Furui Cheng, Dongyu Liu, Fan Du, Yanna Lin, Alexandra Zytek, Haomin Li, Huamin Qu, Kalyan Veeramachaneni
VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Zehua Zeng, Phoebe Moh, Fan Du, Jane Hoffswell, Tak Yeon Lee, Sana Malik, Eunyee Koh, Leilani Battle
An Evaluation-Focused Framework for Visualization Recommendation Algorithms. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Xin Qian, Ryan A. Rossi, Fan Du, Sungchul Kim, Eunyee Koh, Sana Malik, Tak Yeon Lee, Nesreen K. Ahmed
Personalized Visualization Recommendation. ACM Trans. Web 16 (3) (2022)
Hyeok Kim, Ryan A. Rossi, Fan Du, Eunyee Koh, Shunan Guo, Jessica Hullman, Jane Hoffswell
Cicero: A Declarative Grammar for Responsive Visualization. CoRR (2022)
Zhuohao Zhang, Sana Malik, Shunan Guo, Jane Hoffswell, Ryan A. Rossi, Fan Du, Eunyee Koh
CODAS: Integrating Business Analytics and Report Authoring. EuroVA@EuroVis (2022)
Bingjie Xu, Shunan Guo, Eunyee Koh, Jane Hoffswell, Ryan A. Rossi, Fan Du
ARShopping: In-Store Shopping Decision Support Through Augmented Reality and Immersive Visualization. CoRR (2022)
Fayokemi Ojo, Ryan A. Rossi, Jane Hoffswell, Shunan Guo, Fan Du, Sungchul Kim, Chang Xiao, Eunyee Koh
VisGNN: Personalized Visualization Recommendationvia Graph Neural Networks. WWW (2022)
Beleicia Bullock, Shunan Guo, Eunyee Koh, Ryan A. Rossi, Fan Du, Jane Hoffswell
Let's Get Personal: Exploring the Design of Personalized Visualizations. IEEE VIS (Short Papers) (2022)
Vibhor Porwal, Subrata Mitra, Fan Du, John Anderson, Nikhil Sheoran, Anup B. Rao, Tung Mai, Gautam Kowshik, Sapthotharan Nair, Sameeksha Arora, Saurabh Mahapatra
Efficient Insights Discovery through Conditional Generative Model based Query Approximation. SIGMOD Conference (2022)
Bingjie Xu, Shunan Guo, Eunyee Koh, Jane Hoffswell, Ryan A. Rossi, Fan Du
ARShopping: In-Store Shopping Decision Support Through Augmented Reality and Immersive Visualization. IEEE VIS (Short Papers) (2022)
Linping Yuan, Ziqi Zhou, Jian Zhao, Yiqiu Guo, Fan Du, Huamin Qu
InfoColorizer: Interactive Recommendation of Color Palettes for Infographics. IEEE Trans. Vis. Comput. Graph. 28 (12) (2022)
Namyong Park, Ryan A. Rossi, Eunyee Koh, Iftikhar Ahamath Burhanuddin, Sungchul Kim, Fan Du, Nesreen K. Ahmed, Christos Faloutsos
CGC: Contrastive Graph Clustering forCommunity Detection and Tracking. WWW (2022)
Namyong Park, Ryan A. Rossi, Eunyee Koh, Iftikhar Ahamath Burhanuddin, Sungchul Kim, Fan Du, Nesreen K. Ahmed, Christos Faloutsos
CGC: Contrastive Graph Clustering for Community Detection and Tracking. CoRR (2022)
Hyeok Kim, Ryan A. Rossi, Fan Du, Eunyee Koh, Shunan Guo, Jessica Hullman, Jane Hoffswell
Cicero: A Declarative Grammar for Responsive Visualization. CHI (2022)
Gautam Choudhary, Iftikhar Ahamath Burhanuddin, Eunyee Koh, Fan Du, Ryan A. Rossi
PersonaSAGE: A Multi-Persona Graph Neural Network. CoRR (2022)
Zhankui He, Handong Zhao, Tong Yu, Sungchul Kim, Fan Du, Julian J. McAuley
Bundle MCR: Towards Conversational Bundle Recommendation. CoRR (2022)
Zhankui He, Handong Zhao, Tong Yu, Sungchul Kim, Fan Du, Julian J. McAuley
Bundle MCR: Towards Conversational Bundle Recommendation. RecSys (2022)
Linping Yuan, Ziqi Zhou, Jian Zhao, Yiqiu Guo, Fan Du, Huamin Qu
InfoColorizer: Interactive Recommendation of Color Palettes for Infographics. CoRR (2021)
Camille Harris, Ryan A. Rossi, Sana Malik, Jane Hoffswell, Fan Du, Tak Yeon Lee, Eunyee Koh, Handong Zhao
Insight-centric Visualization Recommendation. CoRR (2021)
Xin Qian, Ryan A. Rossi, Fan Du, Sungchul Kim, Eunyee Koh, Sana Malik, Tak Yeon Lee, Joel Chan
Learning to Recommend Visualizations from Data. KDD (2021)
Xin Qian, Eunyee Koh, Fan Du, Sungchul Kim, Joel Chan, Ryan A. Rossi, Sana Malik, Tak Yeon Lee
Generating Accurate Caption Units for Figure Captioning. WWW (2021)
Zehua Zeng, Phoebe Moh, Fan Du, Jane Hoffswell, Tak Yeon Lee, Sana Malik, Eunyee Koh, Leilani Battle
An Evaluation-Focused Framework for Visualization Recommendation Algorithms. CoRR (2021)
Jian Zhao, Shenyu Xu, Senthil K. Chandrasegaran, Chris Bryan, Fan Du, Aditi Mishra, Xin Qian, Yiran Li, Kwan-Liu Ma
ChartStory: Automated Partitioning, Layout, and Captioning of Charts into Comic-Style Narratives. CoRR (2021)
Yao Liu, Mei-jia Gao, Jie Zhou, Fan Du, Liang Chen, Zhong-ke Huang, Ji-bo Hu, Cen Lou
F]FDG-PET/CT quantitative parameters in tumor lesions by the Bayesian penalized-likelihood PET reconstruction algorithm and its influencing factors. BMC Medical Imaging 21 (1) (2021)
Xiao Xie, Fan Du, Yingcai Wu
A Visual Analytics Approach for Exploratory Causal Analysis: Exploration, Validation, and Applications. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Gromit Yeuk-Yin Chan, Tung Mai, Anup B. Rao, Ryan A. Rossi, Fan Du, Cláudio T. Silva, Juliana Freire
Interactive Audience Expansion On Large Scale Online Visitor Data. KDD (2021)
Furui Cheng, Dongyu Liu, Fan Du, Yanna Lin, Alexandra Zytek, Haomin Li, Huamin Qu, Kalyan Veeramachaneni
VBridge: Connecting the Dots Between Features, Explanations, and Data for Healthcare Models. CoRR (2021)
Xin Qian, Ryan A. Rossi, Fan Du, Sungchul Kim, Eunyee Koh, Sana Malik, Tak Yeon Lee, Nesreen K. Ahmed
Personalized Visualization Recommendation. CoRR (2021)
Xin Qian, Eunyee Koh, Fan Du, Sungchul Kim, Joel Chan
A Formative Study on Designing Accurate and Natural Figure Captioning Systems. CHI Extended Abstracts (2020)
Po-Ming Law, Sana Malik, Fan Du, Moumita Sinha
Designing Tools for Semi-Automated Detection of Machine Learning Biases: An Interview Study. CoRR (2020)
Po-Ming Law, Sana Malik, Fan Du, Moumita Sinha
The Impact of Presentation Style on Human-In-The-Loop Detection of Algorithmic Bias. CoRR (2020)
Xiao Xie, Fan Du, Yingcai Wu
A Visual Analytics Approach for Exploratory Causal Analysis: Exploration, Validation, and Applications. CoRR (2020)
Po-Ming Law, Sana Malik, Fan Du, Moumita Sinha
The Impact of Presentation Style on Human-In-The-Loop Detection of Algorithmic Bias. Graphics Interface (2020)
Fan Du, Shunan Guo, Sana Malik, Eunyee Koh, Sungchul Kim, Zhicheng Liu
Interactive Event Sequence Prediction for Marketing Analysts. CHI Extended Abstracts (2020)
Gromit Yeuk-Yin Chan, Fan Du, Ryan A. Rossi, Anup B. Rao, Eunyee Koh, Cláudio T. Silva, Juliana Freire
Real-Time Clustering for Large Sparse Online Visitor Data. WWW (2020)
Xin Qian, Ryan A. Rossi, Fan Du, Sungchul Kim, Eunyee Koh, Sana Malik, Tak Yeon Lee, Joel Chan
ML-based Visualization Recommendation: Learning to Recommend Visualizations from Data. CoRR (2020)
Shunan Guo, Zhuochen Jin, David Gotz, Fan Du, Hongyuan Zha, Nan Cao
Visual Progression Analysis of Event Sequence Data. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Fan Du, Catherine Plaisant, Neil Spring, Kenyon Crowley, Ben Shneiderman
EventAction: A Visual Analytics Approach to Explainable Recommendation for Event Sequences. ACM Trans. Interact. Intell. Syst. 9 (4) (2019)
Sugeerth Murugesan, Sana Malik, Fan Du, Eunyee Koh, Tuan Manh Lai
DeepCompare: Visual and Interactive Comparison of Deep Learning Model Performance. IEEE Computer Graphics and Applications 39 (5) (2019)
Fan Du, Catherine Plaisant, Neil Spring, Ben Shneiderman
Visual Interfaces for Recommendation Systems: Finding Similar and Dissimilar Peers. ACM Trans. Intell. Syst. Technol. 10 (1) (2019)
Xing Mu, Ke Xu, Qing Chen, Fan Du, Yun Wang, Huamin Qu
MOOCad: Visual Analysis of Anomalous Learning Activities in Massive Open Online Courses. EuroVis (Short Papers) (2019)
Shunan Guo, Fan Du, Sana Malik, Eunyee Koh, Sungchul Kim, Zhicheng Liu, Donghyun Kim, Hongyuan Zha, Nan Cao
Visualizing Uncertainty and Alternatives in Event Sequence Predictions. CHI (2019)
Fan Du, Sana Malik, Georgios Theocharous, Eunyee Koh
Personalizable and Interactive Sequence Recommender System. CHI Extended Abstracts (2018)
Fan Du, Sana Malik, Eunyee Koh, Georgios Theocharous
Interactive Campaign Planning for Marketing Analysts. CHI Extended Abstracts (2018)
Hanfei Lin, Siyuan Gao, David Gotz, Fan Du, Jingrui He, Nan Cao
RCLens: Interactive Rare Category Exploration and Identification. IEEE Trans. Vis. Comput. Graph. 24 (7) (2018)
Nan Cao, Yu-Ru Lin, David Gotz, Fan Du
Z-Glyph: Visualizing outliers in multivariate data. Inf. Vis. 17 (1) (2018)
Fan Du, Catherine Plaisant, Neil Spring, Ben Shneiderman
Finding Similar People to Guide Life Choices: Challenge, Design, and Evaluation. CHI (2017)
Fan Du, Nan Cao, Yu-Ru Lin, Panpan Xu, Hanghang Tong
iSphere: Focus+Context Sphere Visualization for Interactive Large Graph Exploration. CHI (2017)
Fan Du, Ben Shneiderman, Catherine Plaisant, Sana Malik, Adam Perer
Coping with Volume and Variety in Temporal Event Sequences: Strategies for Sharpening Analytic Focus. IEEE Trans. Vis. Comput. Graph. 23 (6) (2017)
Matthew Louis Mauriello, Ben Shneiderman, Fan Du, Sana Malik, Catherine Plaisant
Simplifying Overviews of Temporal Event Sequences. CHI Extended Abstracts (2016)
Fan Du, Catherine Plaisant, Neil Spring, Ben Shneiderman
EventAction: Visual analytics for temporal event sequence recommendation. VAST (2016)
Brian M. Paciotti, Fan Du, Shang Wei, Samuel Morley
Visualizing Clinical Event Sequences to Support EHR Data Retrieval. AMIA (2016)
Nan Cao, Yu-Ru Lin, Fan Du, Dashun Wang
Episogram: Visual Summarization of Egocentric Social Interactions. IEEE Computer Graphics and Applications 36 (5) (2016)
Sana Malik, Ben Shneiderman, Fan Du, Catherine Plaisant, Margrét V. Bjarnadóttir
High-Volume Hypothesis Testing: Systematic Exploration of Event Sequence Comparisons. ACM Trans. Interact. Intell. Syst. 6 (1) (2016)
Fan Du, Nan Cao, Jian Zhao, Yu-Ru Lin
Trajectory Bundling for Animated Transitions. CHI (2015)
Fan Du, Joshua Brulé, Peter Enns, Varun Manjunatha, Yoav Segev
MetroViz: Visual Analysis of Public Transportation Data. CoRR (2015)
Sana Malik, Fan Du, Megan Monroe, Eberechukwu Onukwugha, Catherine Plaisant, Ben Shneiderman
Cohort Comparison of Event Sequences with Balanced Integration of Visual Analytics and Statistics. IUI (2015)
Panpan Xu, Fan Du, Nan Cao, Conglei Shi, Hong Zhou, Huamin Qu
Visual Analysis of Set Relations in a Graph. Comput. Graph. Forum 32 (3) (2013)
Fan Du, Lionel M. Ni, Abdol-Hossein Esfahanian
HOPOVER: a new handoff protocol for overlay networks. ICC (2002)
Enguang He, Fan Du, Xiaojie Dong, Lionel M. Ni, Herman D. Hughes
Video Traffic Modeling over Wireless Networks. ICC (1) (2000)
Xiaojie Dong, Fan Du, Lionel M. Ni
DWINS: A Dynamically Configurable Web-Based Information System. WECWIS (2000)
Wenting Tang, Fan Du, Matt W. Mutka, Lionel M. Ni, Abdol-Hossein Esfahanian
Supporting Global Replicated Services by a Routing-Metric-Aware DNS. WECWIS (2000)
Fan Du, Lionel M. Ni, Abdol-Hossein Esfahanian
Towards solving multicast key management problem. ICCCN (1999)

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Publication Activity (10 Years)

Top Topics

Top Venues

Fan Du