Shunan Guo

Orcid: 0000-0001-5355-8399

According to our database1, Shunan Guo authored at least 29 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Socrates: Data Story Generation via Adaptive Machine-Guided Elicitation of User Feedback.
IEEE Trans. Vis. Comput. Graph., January, 2024

2023
Evaluating the Use of Uncertainty Visualisations for Imputations of Data Missing At Random in Scatterplots.
IEEE Trans. Vis. Comput. Graph., 2023

A ML-based Approach for HTML-based Style Recommendation.
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

WhatsNext: Guidance-enriched Exploratory Data Analysis with Interactive, Low-Code Notebooks.
Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing, 2023

Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

De-Stijl: Facilitating Graphics Design with Interactive 2D Color Palette Recommendation.
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.
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.
Proceedings of the Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

On Chatbots for Visual Exploratory Data Analysis.
Proceedings of the IEEE International Conference on Big Data, 2023

DataCockpit: A Toolkit for Data Lake Navigation and Monitoring Utilizing Quality and Usage Information.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
A Design Space for Applying the Freytag's Pyramid Structure to Data Stories.
IEEE Trans. Vis. Comput. Graph., 2022

Interpretable Anomaly Detection in Event Sequences via Sequence Matching and Visual Comparison.
IEEE Trans. Vis. Comput. Graph., 2022

Survey on Visual Analysis of Event Sequence Data.
IEEE Trans. Vis. Comput. Graph., 2022

A Hypergraph Neural Network Framework for Learning Hyperedge-Dependent Node Embeddings.
CoRR, 2022

Graph Learning with Localized Neighborhood Fairness.
CoRR, 2022

VisGNN: Personalized Visualization Recommendationvia Graph Neural Networks.
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.
Proceedings of the 2022 IEEE Visualization and Visual Analytics (VIS), 2022

Let's Get Personal: Exploring the Design of Personalized Visualizations.
Proceedings of the 2022 IEEE Visualization and Visual Analytics (VIS), 2022

Cicero: A Declarative Grammar for Responsive Visualization.
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.
IEEE Trans. Vis. Comput. Graph., 2021

Vinci: An Intelligent Graphic Design System for Generating Advertising Posters.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020
CarePre: An Intelligent Clinical Decision Assistance System.
ACM Trans. Comput. Heal., 2020

Interactive Event Sequence Prediction for Marketing Analysts.
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.
IEEE Trans. Vis. Comput. Graph., 2019

Visualizing Uncertainty and Alternatives in Event Sequence Predictions.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

Visual Anomaly Detection in Event Sequence Data.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
EventThread: Visual Summarization and Stage Analysis of Event Sequence Data.
IEEE Trans. Vis. Comput. Graph., 2018

Anomaly detection in spatiotemporal data via regularized non-negative tensor analysis.
Data Min. Knowl. Discov., 2018

ECGLens: Interactive Visual Exploration of Large Scale ECG Data for Arrhythmia Detection.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018


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