Shunan Guo

Orcid: 0000-0001-5355-8399

According to our database¹, Shunan Guo authored at least 45 papers between 2018 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Bibliography

2025

Utilizing Provenance as an Attribute for Visual Data Analysis: A Design Probe With ProvenanceLens.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., October, 2025

A design space of animating data-driven transitions in data videos.

[BibT_eX]

[DOI]

J. Vis., August, 2025

LitForager: Exploring Multimodal Literature Foraging Strategies in Immersive Sensemaking.

[BibT_eX]

[DOI]

CoRR, August, 2025

InfoVids: Reimagining the Viewer Experience with Alternative Visualization-Presenter Relationships.

[BibT_eX]

[DOI]

CoRR, May, 2025

CompositingVis: Exploring Interactions for Creating Composite Visualizations in Immersive Environments.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., January, 2025

Representing Visualization Insights as a Dense Insight Network.

[BibT_eX]

[DOI]

Jane Hoffswell

Victor Soares Bursztyn

Shunan Guo

Jesse Martinez

Eunyee Koh

CoRR, January, 2025

OnGoal: Tracking and Visualizing Conversational Goals in Multi-Turn Dialogue with Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual ACM Symposium on User Interface Software and Technology, 2025

Comprehensive Sketching: Exploring Infographic Design Alternatives in Parallel.

[BibT_eX]

[DOI]

Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2025

A Case Study of Human-Authored versus Automatic Dashboard Summaries.

[BibT_eX]

[DOI]

Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2025

2024

Socrates: Data Story Generation via Adaptive Machine-Guided Elicitation of User Feedback.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., January, 2024

A Framework for Fine-Tuning LLMs using Heterogeneous Feedback.

[BibT_eX]

[DOI]

CoRR, 2024

Representing Charts as Text for Language Models: An In-Depth Study of Question Answering for Bar Charts.

[BibT_eX]

[DOI]

Victor Soares Bursztyn

Jane Hoffswell

Eunyee Koh

Shunan Guo

Proceedings of the IEEE Visualization and Visual Analytics, 2024

Data Pictorial: Deconstructing Raster Images for Data-Aware Animated Vector Posters.

[BibT_eX]

[DOI]

Proceedings of the Adjunct Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology, 2024

"The Data Says Otherwise" - Towards Automated Fact-checking and Communication of Data Claims.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology, 2024

RaDA: Retrieval-augmented Web Agent Planning with LLMs.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Evaluating the Use of Uncertainty Visualisations for Imputations of Data Missing At Random in Scatterplots.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2023

A ML-based Approach for HTML-based Style Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

WhatsNext: Guidance-enriched Exploratory Data Analysis with Interactive, Low-Code Notebooks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing, 2023

Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

De-Stijl: Facilitating Graphics Design with Interactive 2D Color Palette Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

DataPilot: Utilizing Quality and Usage Information for Subset Selection during Visual Data Preparation.

[BibT_eX]

[DOI]

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

Detecting Email Components with Constraints: Expressive and Extensible Models in Answer Set Programming.

[BibT_eX]

[DOI]

Proceedings of the Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

On Chatbots for Visual Exploratory Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

DataCockpit: A Toolkit for Data Lake Navigation and Monitoring Utilizing Quality and Usage Information.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

2022

A Design Space for Applying the Freytag's Pyramid Structure to Data Stories.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2022

Interpretable Anomaly Detection in Event Sequences via Sequence Matching and Visual Comparison.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2022

Survey on Visual Analysis of Event Sequence Data.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2022

A Hypergraph Neural Network Framework for Learning Hyperedge-Dependent Node Embeddings.

[BibT_eX]

[DOI]

CoRR, 2022

Graph Learning with Localized Neighborhood Fairness.

[BibT_eX]

[DOI]

CoRR, 2022

VisGNN: Personalized Visualization Recommendationvia Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

ARShopping: In-Store Shopping Decision Support Through Augmented Reality and Immersive Visualization.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE Visualization and Visual Analytics (VIS), 2022

Let's Get Personal: Exploring the Design of Personalized Visualizations.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE Visualization and Visual Analytics (VIS), 2022

CODAS: Integrating Business Analytics and Report Authoring.

[BibT_eX]

[DOI]

Proceedings of the 13th International EuroVis Workshop on Visual Analytics, 2022

Understanding Business Analysts' Needs for Data Report Authoring.

[BibT_eX]

[DOI]

Proceedings of the 13th International EuroVis Workshop on Visual Analytics, 2022

Cicero: A Declarative Grammar for Responsive Visualization.

[BibT_eX]

[DOI]

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021

Visual Causality Analysis of Event Sequence Data.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2021

Vinci: An Intelligent Graphic Design System for Generating Advertising Posters.

[BibT_eX]

[DOI]

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020

CarePre: An Intelligent Clinical Decision Assistance System.

[BibT_eX]

[DOI]

ACM Trans. Comput. Heal., 2020

Interactive Event Sequence Prediction for Marketing Analysts.

[BibT_eX]

[DOI]

Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

2019

Visual Progression Analysis of Event Sequence Data.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2019

Visualizing Uncertainty and Alternatives in Event Sequence Predictions.

[BibT_eX]

[DOI]

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

Visual Anomaly Detection in Event Sequence Data.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

EventThread: Visual Summarization and Stage Analysis of Event Sequence Data.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2018

Anomaly detection in spatiotemporal data via regularized non-negative tensor analysis.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2018

ECGLens: Interactive Visual Exploration of Large Scale ECG Data for Arrhythmia Detection.

[BibT_eX]

[DOI]

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

Shunan Guo

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