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2020 – today
- 2023
[j18]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): 602-612 (2023)- [j17]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): 1384-1399 (2023) - [c43]Pattara Sukprasert, Gromit Yeuk-Yin Chan, Ryan A. Rossi, Fan Du, Eunyee Koh:
Discovery and Matching Numerical Attributes in Data Lakes. IEEE Big Data 2023: 423-432 - [c42]Gautam Choudhary, Iftikhar Ahamath Burhanuddin, Eunyee Koh, Fan Du, Ryan A. Rossi:
PersonaSAGE: A Multi-Persona Graph Neural Network. IEEE Big Data 2023: 1657-1666 - [c41]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. IEEE Big Data 2023: 1716-1725 - [c40]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. IEEE Big Data 2023: 5305-5310 - [c39]Brodrick Stigall, Ryan A. Rossi, Jane Hoffswell, Xiang Chen, Shunan Guo, Fan Du, Eunyee Koh, Kelly Caine:
On Chatbots for Visual Exploratory Data Analysis. IEEE Big Data 2023: 5924-5929 - [c38]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: 122:1-122:19 - [c37]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. CHI 2023: 809:1-809:18 - [c36]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: 658-674 - [c35]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: 209-214 - [c34]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: 19-23 - [c33]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: 77-81 - [i19]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 abs/2303.01575 (2023) - [i18]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 abs/2308.09802 (2023) - [i17]Will Epperson, Kanit Wongsuphasawat, Allison Whilden, Fan Du, Justin Talbot:
A Declarative Specification for Authoring Metrics Dashboards. CoRR abs/2309.13265 (2023) - 2022
- [j16]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): 346-356 (2022) - [j15]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): 378-388 (2022) - [j14]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): 4252-4266 (2022) - [j13]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): 11:1-11:47 (2022) - [c32]Hyeok Kim, Ryan A. Rossi, Fan Du, Eunyee Koh, Shunan Guo, Jessica Hullman, Jane Hoffswell:
Cicero: A Declarative Grammar for Responsive Visualization. CHI 2022: 600:1-600:15 - [c31]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: 31-35 - [c30]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: 67-71 - [c29]Zhankui He, Handong Zhao, Tong Yu, Sungchul Kim, Fan Du, Julian J. McAuley:
Bundle MCR: Towards Conversational Bundle Recommendation. RecSys 2022: 288-298 - [c28]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: 2397-2400 - [c27]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: 85-89 - [c26]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: 120-124 - [c25]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: 1115-1126 - [c24]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: 2810-2818 - [i16]Hyeok Kim, Ryan A. Rossi, Fan Du, Eunyee Koh, Shunan Guo, Jessica Hullman, Jane Hoffswell:
Cicero: A Declarative Grammar for Responsive Visualization. CoRR abs/2203.08314 (2022) - [i15]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 abs/2204.08504 (2022) - [i14]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 abs/2207.07643 (2022) - [i13]Zhankui He, Handong Zhao, Tong Yu, Sungchul Kim, Fan Du, Julian J. McAuley:
Bundle MCR: Towards Conversational Bundle Recommendation. CoRR abs/2207.12628 (2022) - [i12]Gautam Choudhary, Iftikhar Ahamath Burhanuddin, Eunyee Koh, Fan Du, Ryan A. Rossi:
PersonaSAGE: A Multi-Persona Graph Neural Network. CoRR abs/2212.13709 (2022) - 2021
- [b2]Qinghao Tang, Fan Du:
Internet of Things Security: Principles and Practice. Springer 2021, ISBN 978-981-15-9941-5, pp. 3-288 - [j12]Yao Liu, Mei-jia Gao, Jie Zhou, Fan Du, Liang Chen, Zhong-ke Huang, Ji-bo Hu, Cen Lou:
Changes of [18F]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): 133 (2021) - [j11]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): 1448-1458 (2021) - [c23]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: 1359-1369 - [c22]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: 2621-2631 - [c21]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: 2792-2804 - [i11]Linping Yuan, Ziqi Zhou, Jian Zhao, Yiqiu Guo, Fan Du, Huamin Qu:
InfoColorizer: Interactive Recommendation of Color Palettes for Infographics. CoRR abs/2102.02041 (2021) - [i10]Xin Qian, Ryan A. Rossi, Fan Du, Sungchul Kim, Eunyee Koh, Sana Malik, Tak Yeon Lee, Nesreen K. Ahmed:
Personalized Visualization Recommendation. CoRR abs/2102.06343 (2021) - [i9]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 abs/2103.03996 (2021) - [i8]Camille Harris, Ryan A. Rossi, Sana Malik, Jane Hoffswell, Fan Du, Tak Yeon Lee, Eunyee Koh, Handong Zhao:
Insight-centric Visualization Recommendation. CoRR abs/2103.11297 (2021) - [i7]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 abs/2108.02550 (2021) - [i6]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 abs/2109.02706 (2021) - 2020
- [c20]Fan Du, Shunan Guo, Sana Malik, Eunyee Koh, Sungchul Kim, Zhicheng Liu:
Interactive Event Sequence Prediction for Marketing Analysts. CHI Extended Abstracts 2020: 1-8 - [c19]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: 1-8 - [c18]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: 299-307 - [c17]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: 1049-1059 - [i5]Po-Ming Law, Sana Malik, Fan Du, Moumita Sinha:
Designing Tools for Semi-Automated Detection of Machine Learning Biases: An Interview Study. CoRR abs/2003.07680 (2020) - [i4]Po-Ming Law, Sana Malik, Fan Du, Moumita Sinha:
The Impact of Presentation Style on Human-In-The-Loop Detection of Algorithmic Bias. CoRR abs/2004.12388 (2020) - [i3]Xiao Xie, Fan Du, Yingcai Wu:
A Visual Analytics Approach for Exploratory Causal Analysis: Exploration, Validation, and Applications. CoRR abs/2009.02458 (2020) - [i2]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 abs/2009.12316 (2020)
2010 – 2019
- 2019
- [j10]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): 47-59 (2019) - [j9]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): 21:1-21:31 (2019) - [j8]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): 9:1-9:23 (2019) - [j7]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): 417-426 (2019) - [c16]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: 573 - [c15]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: 91-95 - 2018
- [b1]Fan Du:
Explainable Recommendation for Event Sequences: A Visual Analytics Approach. University of Maryland, College Park, MD, USA, 2018 - [j6]Nan Cao, Yu-Ru Lin, David Gotz, Fan Du:
Z-Glyph: Visualizing outliers in multivariate data. Inf. Vis. 17(1): 22-40 (2018) - [j5]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): 2223-2237 (2018) - [c14]Fan Du, Sana Malik, Eunyee Koh, Georgios Theocharous:
Interactive Campaign Planning for Marketing Analysts. CHI Extended Abstracts 2018 - [c13]Fan Du, Sana Malik, Georgios Theocharous, Eunyee Koh:
Personalizable and Interactive Sequence Recommender System. CHI Extended Abstracts 2018 - 2017
- [j4]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): 1636-1649 (2017) - [c12]Fan Du, Nan Cao, Yu-Ru Lin, Panpan Xu, Hanghang Tong:
iSphere: Focus+Context Sphere Visualization for Interactive Large Graph Exploration. CHI 2017: 2916-2927 - [c11]Fan Du, Catherine Plaisant, Neil Spring, Ben Shneiderman:
Finding Similar People to Guide Life Choices: Challenge, Design, and Evaluation. CHI 2017: 5498-5544 - 2016
- [j3]Nan Cao, Yu-Ru Lin, Fan Du, Dashun Wang:
Episogram: Visual Summarization of Egocentric Social Interactions. IEEE Computer Graphics and Applications 36(5): 72-81 (2016) - [j2]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): 9:1-9:23 (2016) - [c10]Brian M. Paciotti, Fan Du, Shang Wei, Samuel Morley:
Visualizing Clinical Event Sequences to Support EHR Data Retrieval. AMIA 2016 - [c9]Matthew Louis Mauriello, Ben Shneiderman, Fan Du, Sana Malik, Catherine Plaisant:
Simplifying Overviews of Temporal Event Sequences. CHI Extended Abstracts 2016: 2217-2224 - [c8]Fan Du, Catherine Plaisant, Neil Spring, Ben Shneiderman:
EventAction: Visual analytics for temporal event sequence recommendation. VAST 2016: 61-70 - 2015
- [c7]Fan Du, Nan Cao, Jian Zhao, Yu-Ru Lin:
Trajectory Bundling for Animated Transitions. CHI 2015: 289-298 - [c6]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: 38-49 - [i1]Fan Du, Joshua Brulé, Peter Enns, Varun Manjunatha, Yoav Segev:
MetroViz: Visual Analysis of Public Transportation Data. CoRR abs/1507.05215 (2015) - 2013
- [j1]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): 61-70 (2013)
2000 – 2009
- 2002
- [c5]Fan Du, Lionel M. Ni, Abdol-Hossein Esfahanian:
HOPOVER: a new handoff protocol for overlay networks. ICC 2002: 3234-3239 - 2000
- [c4]Enguang He, Fan Du, Xiaojie Dong, Lionel M. Ni, Herman D. Hughes:
Video Traffic Modeling over Wireless Networks. ICC (1) 2000: 536-542 - [c3]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: 67-74 - [c2]Xiaojie Dong, Fan Du, Lionel M. Ni:
DWINS: A Dynamically Configurable Web-Based Information System. WECWIS 2000: 85-92
1990 – 1999
- 1999
- [c1]Fan Du, Lionel M. Ni, Abdol-Hossein Esfahanian:
Towards solving multicast key management problem. ICCCN 1999: 232-236
Coauthor Index
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