Shunan Guo

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 40

Top Topics

Exploratory Data Analysis

Top Venues

IEEE Trans. Vis. Comput. Graph.

Publications

Minsoo Kim, Victor S. Bursztyn, Eunyee Koh, Shunan Guo, Seung-won Hwang
RaDA: Retrieval-augmented Web Agent Planning with LLMs. ACL (Findings) (2024)
Guande Wu, Shunan Guo, Jane Hoffswell, Gromit Yeuk-Yin Chan, Ryan A. Rossi, Eunyee Koh
Socrates: Data Story Generation via Adaptive Machine-Guided Elicitation of User Feedback. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
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)
Gromit Yeuk-Yin Chan, Shunan Guo, Caroline Kim, Cole Connelly, Michelle Lee, Andrew Thomson, Eunyee Koh
Detecting Email Components with Constraints: Expressive and Extensible Models in Answer Set Programming. CHI Extended Abstracts (2023)
Ryan Aponte, Ryan A. Rossi, Shunan Guo, Jane Hoffswell, Nedim Lipka, Chang Xiao, Gromit Yeuk-Yin Chan, Eunyee Koh, Nesreen K. Ahmed
A ML-based Approach for HTML-based Style Recommendation. WWW (Companion Volume) (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)
Sudhanshu Chanpuriya, Ryan A. Rossi, Sungchul Kim, Tong Yu, Jane Hoffswell, Nedim Lipka, Shunan Guo, Cameron Musco
Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs. ICLR (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)
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)
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)
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)
Yi Guo, Shunan Guo, Zhuochen Jin, Smiti Kaul, David Gotz, Nan Cao
Survey on Visual Analysis of Event Sequence Data. IEEE Trans. Vis. Comput. Graph. 28 (12) (2022)
Sudhanshu Chanpuriya, Ryan A. Rossi, Sungchul Kim, Tong Yu, Jane Hoffswell, Nedim Lipka, Shunan Guo, Cameron Musco
Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs. CoRR (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)
Shunan Guo, Zhuochen Jin, Qing Chen, David Gotz, Hongyuan Zha, Nan Cao
Interpretable Anomaly Detection in Event Sequences via Sequence Matching and Visual Comparison. IEEE Trans. Vis. Comput. Graph. 28 (12) (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)
April Chen, Ryan A. Rossi, Nedim Lipka, Jane Hoffswell, Gromit Yeuk-Yin Chan, Shunan Guo, Eunyee Koh, Sungchul Kim, Nesreen K. Ahmed
Graph Learning with Localized Neighborhood Fairness. CoRR (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)
Ryan Aponte, Ryan A. Rossi, Shunan Guo, Jane Hoffswell, Nedim Lipka, Chang Xiao, Gromit Yeuk-Yin Chan, Eunyee Koh, Nesreen K. Ahmed
A Hypergraph Neural Network Framework for Learning Hyperedge-Dependent Node Embeddings. 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)
Leni Yang, Xian Xu, Xingyu Lan, Ziyan Liu, Shunan Guo, Yang Shi, Huamin Qu, Nan Cao
A Design Space for Applying the Freytag's Pyramid Structure to Data Stories. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Shunan Guo, Zhuochen Jin, Fuling Sun, Jingwen Li, Zhaorui Li, Yang Shi, Nan Cao
Vinci: An Intelligent Graphic Design System for Generating Advertising Posters. CHI (2021)
Zhuochen Jin, Shunan Guo, Nan Chen, Daniel Weiskopf, David Gotz, Nan Cao
Visual Causality Analysis of Event Sequence Data. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Zhuochen Jin, Shuyuan Cui, Shunan Guo, David Gotz, Jimeng Sun, Nan Cao
CarePre: An Intelligent Clinical Decision Assistance System. ACM Trans. Comput. Heal. 1 (1) (2020)
Zhuochen Jin, Shunan Guo, Nan Chen, Daniel Weiskopf, David Gotz, Nan Cao
Visual Causality Analysis of Event Sequence Data. CoRR (2020)
Fan Du, Shunan Guo, Sana Malik, Eunyee Koh, Sungchul Kim, Zhicheng Liu
Interactive Event Sequence Prediction for Marketing Analysts. CHI Extended Abstracts (2020)
Yi Guo, Shunan Guo, Zhuochen Jin, Smiti Kaul, David Gotz, Nan Cao
Survey on Visual Analysis of Event Sequence 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)
Shunan Guo, Zhuochen Jin, Qing Chen, David Gotz, Hongyuan Zha, Nan Cao
Visual Anomaly Detection in Event Sequence Data. IEEE BigData (2019)
Shunan Guo, Zhuochen Jin, Qing Chen, David Gotz, Hongyuan Zha, Nan Cao
Visual Anomaly Detection in Event Sequence Data. CoRR (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)
Chaoguang Lin, Qiuhan Zhu, Shunan Guo, Zhuochen Jin, Yu-Ru Lin, Nan Cao
Anomaly detection in spatiotemporal data via regularized non-negative tensor analysis. Data Min. Knowl. Discov. 32 (4) (2018)
Ke Xu, Shunan Guo, Nan Cao, David Gotz, Aiwen Xu, Huamin Qu, Zhenjie Yao, Yixin Chen
ECGLens: Interactive Visual Exploration of Large Scale ECG Data for Arrhythmia Detection. CHI (2018)
Shunan Guo, Ke Xu, Rongwen Zhao, David Gotz, Hongyuan Zha, Nan Cao
EventThread: Visual Summarization and Stage Analysis of Event Sequence Data. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)