Shunan Guo

62 papers A* 11A 1B 4Misc 1Journal 32Unranked 13
YearRankTypeTitle / Venue / Authors
2026 — conf
Mosaic: A Multi-Level Framework for Observing and Evaluating Performance of Multi-Agent Systems.
CHI Extended Abstracts
Yiren Liu, Yun Huang, Shunan Guo
2026 A* conf
Narrix: Remixing Narrative Strategies from Examples for Story Writing.
CHI
Chao Zhang, Shunan Guo, Abe Davis, Eunyee Koh
2025 — conf
A Case Study of Human-Authored versus Automatic Dashboard Summaries.
CHI Extended Abstracts
Jane Hoffswell, Victor S. Bursztyn, Shunan Guo, Eunyee Koh
2025 Misc conf
A Framework for Fine-Tuning LLMs Using Heterogeneous Feedback.
RANLP
Ryan Aponte, Ryan A. Rossi, Shunan Guo, Franck Dernoncourt, Tong Yu, Xiang Chen, Subrata Mitra, Nedim Lipka
2025 J jnl
A design space of animating data-driven transitions in data videos.
J. Vis.
Chengbo Zheng, Tian Gao, Shunan Guo, Yang Shi, Xiaojuan Ma, Nan Cao
2025 J jnl
CompositingVis: Exploring Interactions for Creating Composite Visualizations in Immersive Environments.
IEEE Trans. Vis. Comput. Graph.
Qian Zhu, Tao Lu, Shunan Guo, Xiaojuan Ma, Yalong Yang
2025 — conf
Comprehensive Sketching: Exploring Infographic Design Alternatives in Parallel.
CHI Extended Abstracts
Xinyu Shi, Shunan Guo, Jane Hoffswell, Gromit Yeuk-Yin Chan, Victor S. Bursztyn, Jian Zhao, Eunyee Koh
2025 B conf
ConvoMap: Interactive Visualizations for Exploring Complex Conversations in Multi-Agent Systems.
VL/HCC
Ashley Ge Zhang, Victor S. Bursztyn, Gromit Chan, Shunan Guo, Eunyee Koh, Steve Oney, Jane Hoffswell
2025 J jnl
InfoVids: Reimagining the Viewer Experience with Alternative Visualization-Presenter Relationships.
CoRR
Ji Won Chung, Tongyu Zhou, Ivy Chen, Kevin Hsu, Ryan A. Rossi, Alexa F. Siu, Shunan Guo, Franck Dernoncourt, James Tompkin, Jeff Huang
2025 J jnl
LitForager: Exploring Multimodal Literature Foraging Strategies in Immersive Sensemaking.
CoRR
Haoyang Yang, Elliott H. Faa, Weijian Liu, Shunan Guo, Duen Horng Chau, Yalong Yang
2025 J jnl
Litforager: Exploring Multimodal Literature Foraging Strategies in Immersive Sensemaking.
IEEE Trans. Vis. Comput. Graph.
Haoyang Yang, Elliott H. Faa, Weijian Liu, Shunan Guo, Duen Horng Chau, Yalong Yang
2025 A* conf
OnGoal: Tracking and Visualizing Conversational Goals in Multi-Turn Dialogue with Large Language Models.
UIST
Adam Coscia, Shunan Guo, Eunyee Koh, Alex Endert
2025 J jnl
OnGoal: Tracking and Visualizing Conversational Goals in Multi-Turn Dialogue with Large Language Models.
CoRR
Adam Coscia, Shunan Guo, Eunyee Koh, Alex Endert
2025 J jnl
Representing Visualization Insights as a Dense Insight Network.
CoRR
Jane Hoffswell, Victor Soares Bursztyn, Shunan Guo, Jesse Martinez, Eunyee Koh
2025 J jnl
Utilizing Provenance as an Attribute for Visual Data Analysis: A Design Probe With ProvenanceLens.
IEEE Trans. Vis. Comput. Graph.
Arpit Narechania, Shunan Guo, Eunyee Koh, Alex Endert, Jane Hoffswell
2025 J jnl
Utilizing Provenance as an Attribute for Visual Data Analysis: A Design Probe with ProvenanceLens.
CoRR
Arpit Narechania, Shunan Guo, Eunyee Koh, Alex Endert, Jane Hoffswell
2024 A* conf
"The Data Says Otherwise" - Towards Automated Fact-checking and Communication of Data Claims.
UIST
Yu Fu, Shunan Guo, Jane Hoffswell, Victor S. Bursztyn, Ryan A. Rossi, John T. Stasko
2024 J jnl
"The Data Says Otherwise"-Towards Automated Fact-checking and Communication of Data Claims.
CoRR
Yu Fu, Shunan Guo, Jane Hoffswell, Victor S. Bursztyn, Ryan A. Rossi, John T. Stasko
2024 J jnl
A Framework for Fine-Tuning LLMs using Heterogeneous Feedback.
CoRR
Ryan Aponte, Ryan A. Rossi, Shunan Guo, Franck Dernoncourt, Tong Yu, Xiang Chen, Subrata Mitra, Nedim Lipka
2024 J jnl
CompositingVis: Exploring Interactions for Creating Composite Visualizations in Immersive Environments.
CoRR
Qian Zhu, Tao Lu, Shunan Guo, Xiaojuan Ma, Yalong Yang
2024 — conf
Data Pictorial: Deconstructing Raster Images for Data-Aware Animated Vector Posters.
UIST (Adjunct Volume)
Tongyu Zhou, Gromit Yeuk-Yin Chan, Shunan Guo, Jane Hoffswell, Chang Xiao, Victor S. Bursztyn, Eunyee Koh
2024 — conf
RaDA: Retrieval-augmented Web Agent Planning with LLMs.
ACL (Findings)
Minsoo Kim, Victor S. Bursztyn, Eunyee Koh, Shunan Guo, Seung-won Hwang
2024 A conf
Representing Charts as Text for Language Models: An In-Depth Study of Question Answering for Bar Charts.
IEEE VIS
Victor Soares Bursztyn, Jane Hoffswell, Eunyee Koh, Shunan Guo
2024 J jnl
Socrates: Data Story Generation via Adaptive Machine-Guided Elicitation of User Feedback.
IEEE Trans. Vis. Comput. Graph.
Guande Wu, Shunan Guo, Jane Hoffswell, Gromit Yeuk-Yin Chan, Ryan A. Rossi, Eunyee Koh
2023 — conf
A ML-based Approach for HTML-based Style Recommendation.
WWW (Companion Volume)
Ryan Aponte, Ryan A. Rossi, Shunan Guo, Jane Hoffswell, Nedim Lipka, Chang Xiao, Gromit Yeuk-Yin Chan, Eunyee Koh, Nesreen K. Ahmed
2023 B conf
DataCockpit: A Toolkit for Data Lake Navigation and Monitoring Utilizing Quality and Usage Information.
IEEE Big Data
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
2023 A* conf
DataPilot: Utilizing Quality and Usage Information for Subset Selection during Visual Data Preparation.
CHI
Arpit Narechania, Fan Du, Atanu R. Sinha, Ryan A. Rossi, Jane Hoffswell, Shunan Guo, Eunyee Koh, Shamkant B. Navathe, Alex Endert
2023 J jnl
DataPilot: Utilizing Quality and Usage Information for Subset Selection during Visual Data Preparation.
CoRR
Arpit Narechania, Fan Du, Atanu R. Sinha, Ryan A. Rossi, Jane Hoffswell, Shunan Guo, Eunyee Koh, Shamkant B. Navathe, Alex Endert
2023 A* conf
De-Stijl: Facilitating Graphics Design with Interactive 2D Color Palette Recommendation.
CHI
Xinyu Shi, Ziqi Zhou, Jing Wen Zhang, Ali Neshati, Anjul Kumar Tyagi, Ryan A. Rossi, Shunan Guo, Fan Du, Jian Zhao
2023 — conf
Detecting Email Components with Constraints: Expressive and Extensible Models in Answer Set Programming.
CHI Extended Abstracts
Gromit Yeuk-Yin Chan, Shunan Guo, Caroline Kim, Cole Connelly, Michelle Lee, Andrew Thomson, Eunyee Koh
2023 A* conf
Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs.
ICLR
Sudhanshu Chanpuriya, Ryan A. Rossi, Sungchul Kim, Tong Yu, Jane Hoffswell, Nedim Lipka, Shunan Guo, Cameron Musco
2023 J jnl
Evaluating the Use of Uncertainty Visualisations for Imputations of Data Missing At Random in Scatterplots.
IEEE Trans. Vis. Comput. Graph.
Abhraneel Sarma, Shunan Guo, Jane Hoffswell, Ryan A. Rossi, Fan Du, Eunyee Koh, Matthew Kay
2023 B conf
On Chatbots for Visual Exploratory Data Analysis.
IEEE Big Data
Brodrick Stigall, Ryan A. Rossi, Jane Hoffswell, Xiang Chen, Shunan Guo, Fan Du, Eunyee Koh, Kelly Caine
2023 J jnl
WHATSNEXT: Guidance-enriched Exploratory Data Analysis with Interactive, Low-Code Notebooks.
CoRR
Chen Chen, Jane Hoffswell, Shunan Guo, Ryan A. Rossi, Gromit Yeuk-Yin Chan, Fan Du, Eunyee Koh, Zhicheng Liu
2023 B conf
WhatsNext: Guidance-enriched Exploratory Data Analysis with Interactive, Low-Code Notebooks.
VL/HCC
Chen Chen, Jane Hoffswell, Shunan Guo, Ryan A. Rossi, Yeuk-Yin Chan, Fan Du, Eunyee Koh, Zhicheng Liu
2022 J jnl
A Design Space for Applying the Freytag's Pyramid Structure to Data Stories.
IEEE Trans. Vis. Comput. Graph.
Leni Yang, Xian Xu, Xingyu Lan, Ziyan Liu, Shunan Guo, Yang Shi, Huamin Qu, Nan Cao
2022 J jnl
A Hypergraph Neural Network Framework for Learning Hyperedge-Dependent Node Embeddings.
CoRR
Ryan Aponte, Ryan A. Rossi, Shunan Guo, Jane Hoffswell, Nedim Lipka, Chang Xiao, Gromit Chan, Eunyee Koh, Nesreen K. Ahmed
2022 — conf
ARShopping: In-Store Shopping Decision Support Through Augmented Reality and Immersive Visualization.
IEEE VIS (Short Papers)
Bingjie Xu, Shunan Guo, Eunyee Koh, Jane Hoffswell, Ryan A. Rossi, Fan Du
2022 J jnl
ARShopping: In-Store Shopping Decision Support Through Augmented Reality and Immersive Visualization.
CoRR
Bingjie Xu, Shunan Guo, Eunyee Koh, Jane Hoffswell, Ryan A. Rossi, Fan Du
2022 — conf
CODAS: Integrating Business Analytics and Report Authoring.
EuroVA@EuroVis
Zhuohao Zhang, Sana Malik, Shunan Guo, Jane Hoffswell, Ryan A. Rossi, Fan Du, Eunyee Koh
2022 A* conf
Cicero: A Declarative Grammar for Responsive Visualization.
CHI
Hyeok Kim, Ryan A. Rossi, Fan Du, Eunyee Koh, Shunan Guo, Jessica Hullman, Jane Hoffswell
2022 J jnl
Cicero: A Declarative Grammar for Responsive Visualization.
CoRR
Hyeok Kim, Ryan A. Rossi, Fan Du, Eunyee Koh, Shunan Guo, Jessica Hullman, Jane Hoffswell
2022 J jnl
Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs.
CoRR
Sudhanshu Chanpuriya, Ryan A. Rossi, Sungchul Kim, Tong Yu, Jane Hoffswell, Nedim Lipka, Shunan Guo, Cameron Musco
2022 J jnl
Graph Learning with Localized Neighborhood Fairness.
CoRR
April Chen, Ryan A. Rossi, Nedim Lipka, Jane Hoffswell, Gromit Chan, Shunan Guo, Eunyee Koh, Sungchul Kim, Nesreen K. Ahmed
2022 J jnl
Interpretable Anomaly Detection in Event Sequences via Sequence Matching and Visual Comparison.
IEEE Trans. Vis. Comput. Graph.
Shunan Guo, Zhuochen Jin, Qing Chen, David Gotz, Hongyuan Zha, Nan Cao
2022 — conf
Let's Get Personal: Exploring the Design of Personalized Visualizations.
IEEE VIS (Short Papers)
Beleicia Bullock, Shunan Guo, Eunyee Koh, Ryan A. Rossi, Fan Du, Jane Hoffswell
2022 J jnl
Survey on Visual Analysis of Event Sequence Data.
IEEE Trans. Vis. Comput. Graph.
Yi Guo, Shunan Guo, Zhuochen Jin, Smiti Kaul, David Gotz, Nan Cao
2022 — conf
Understanding Business Analysts' Needs for Data Report Authoring.
EuroVA@EuroVis
Zhuohao Zhang, Sana Malik, Shunan Guo, Jane Hoffswell, Ryan A. Rossi, Fan Du, Eunyee Koh
2022 A* conf
VisGNN: Personalized Visualization Recommendationvia Graph Neural Networks.
WWW
Fayokemi Ojo, Ryan A. Rossi, Jane Hoffswell, Shunan Guo, Fan Du, Sungchul Kim, Chang Xiao, Eunyee Koh
2021 A* conf
Vinci: An Intelligent Graphic Design System for Generating Advertising Posters.
CHI
Shunan Guo, Zhuochen Jin, Fuling Sun, Jingwen Li, Zhaorui Li, Yang Shi, Nan Cao
2021 J jnl
Visual Causality Analysis of Event Sequence Data.
IEEE Trans. Vis. Comput. Graph.
Zhuochen Jin, Shunan Guo, Nan Chen, Daniel Weiskopf, David Gotz, Nan Cao
2020 J jnl
CarePre: An Intelligent Clinical Decision Assistance System.
ACM Trans. Comput. Heal.
Zhuochen Jin, Shuyuan Cui, Shunan Guo, David Gotz, Jimeng Sun, Nan Cao
2020 — conf
Interactive Event Sequence Prediction for Marketing Analysts.
CHI Extended Abstracts
Fan Du, Shunan Guo, Sana Malik, Eunyee Koh, Sungchul Kim, Zhicheng Liu
2020 J jnl
Survey on Visual Analysis of Event Sequence Data.
CoRR
Yi Guo, Shunan Guo, Zhuochen Jin, Smiti Kaul, David Gotz, Nan Cao
2020 J jnl
Visual Causality Analysis of Event Sequence Data.
CoRR
Zhuochen Jin, Shunan Guo, Nan Chen, Daniel Weiskopf, David Gotz, Nan Cao
2019 — conf
Visual Anomaly Detection in Event Sequence Data.
IEEE BigData
Shunan Guo, Zhuochen Jin, Qing Chen, David Gotz, Hongyuan Zha, Nan Cao
2019 J jnl
Visual Anomaly Detection in Event Sequence Data.
CoRR
Shunan Guo, Zhuochen Jin, Qing Chen, David Gotz, Hongyuan Zha, Nan Cao
2019 J jnl
Visual Progression Analysis of Event Sequence Data.
IEEE Trans. Vis. Comput. Graph.
Shunan Guo, Zhuochen Jin, David Gotz, Fan Du, Hongyuan Zha, Nan Cao
2019 A* conf
Visualizing Uncertainty and Alternatives in Event Sequence Predictions.
CHI
Shunan Guo, Fan Du, Sana Malik, Eunyee Koh, Sungchul Kim, Zhicheng Liu, Donghyun Kim, Hongyuan Zha, Nan Cao
2018 J jnl
Anomaly detection in spatiotemporal data via regularized non-negative tensor analysis.
Data Min. Knowl. Discov.
Chaoguang Lin, Qiuhan Zhu, Shunan Guo, Zhuochen Jin, Yu-Ru Lin, Nan Cao
2018 A* conf
ECGLens: Interactive Visual Exploration of Large Scale ECG Data for Arrhythmia Detection.
CHI
Ke Xu, Shunan Guo, Nan Cao, David Gotz, Aiwen Xu, Huamin Qu, Zhenjie Yao, Yixin Chen
2018 J jnl
EventThread: Visual Summarization and Stage Analysis of Event Sequence Data.
IEEE Trans. Vis. Comput. Graph.
Shunan Guo, Ke Xu, Rongwen Zhao, David Gotz, Hongyuan Zha, Nan Cao