Nan Cao

Orcid: 0000-0003-1316-7515

Affiliations:
  • Tongji University, Shanghai, China


According to our database1, Nan Cao authored at least 114 papers between 2006 and 2024.

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Bibliography

2024
: A Visual Analytics Approach for Understanding the Dual Frontiers of Science and Technology.
IEEE Trans. Vis. Comput. Graph., January, 2024

Supporting Guided Exploratory Visual Analysis on Time Series Data with Reinforcement Learning.
IEEE Trans. Vis. Comput. Graph., January, 2024

Affective Visualization Design: Leveraging the Emotional Impact of Data.
IEEE Trans. Vis. Comput. Graph., January, 2024

Calliope-Net: Automatic Generation of Graph Data Facts via Annotated Node-Link Diagrams.
IEEE Trans. Vis. Comput. Graph., January, 2024

Beyond Numbers: Creating Analogies to Enhance Data Comprehension and Communication with Generative AI.
CoRR, 2024

Leveraging Large Models for Crafting Narrative Visualization: A Survey.
CoRR, 2024

2023
Reverse-engineering information presentations: recovering hierarchical grouping from layouts of visual elements.
Vis. Intell., 2023

Erato: Cooperative Data Story Editing via Fact Interpolation.
IEEE Trans. Vis. Comput. Graph., 2023

Supporting Expressive and Faithful Pictorial Visualization Design with Visual Style Transfer.
IEEE Trans. Vis. Comput. Graph., 2023

Breaking the Fourth Wall of Data Stories through Interaction.
IEEE Trans. Vis. Comput. Graph., 2023

Diverse Interaction Recommendation for Public Users Exploring Multi-view Visualization using Deep Learning.
IEEE Trans. Vis. Comput. Graph., 2023

Adversarial Attacks on Multi-Network Mining: Problem Definition and Fast Solutions.
IEEE Trans. Knowl. Data Eng., 2023

Understanding Design Collaboration Between Designers and Artificial Intelligence: A Systematic Literature Review.
Proc. ACM Hum. Comput. Interact., 2023

MusicJam: Visualizing Music Insights via Generated Narrative Illustrations.
CoRR, 2023

InnovationInsights: A Visual Analytics Approach for Understanding the Dual Frontiers of Science and Technology.
CoRR, 2023

Chart2Vec: A Universal Embedding of Context-Aware Visualizations.
CoRR, 2023

Urania: Visualizing Data Analysis Pipelines for Natural Language-Based Data Exploration.
CoRR, 2023

A Survey of Developable Surfaces: From Shape Modeling to Manufacturing.
CoRR, 2023

Datamator: An Intelligent Authoring Tool for Creating Datamations via Data Query Decomposition.
CoRR, 2023

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

Kineticharts: Augmenting Affective Expressiveness of Charts in Data Stories with Animation Design.
IEEE Trans. Vis. Comput. Graph., 2022

Improving Visualization Interpretation Using Counterfactuals.
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

VizLinter: A Linter and Fixer Framework for Data Visualization.
IEEE Trans. Vis. Comput. Graph., 2022

Visual Analytics of Anomalous User Behaviors: A Survey.
IEEE Trans. Big Data, 2022

ColorCook: Augmenting Color Design for Dashboarding with Domain-Associated Palettes.
Proc. ACM Hum. Comput. Interact., 2022

Development and validation of a deep learning model to predict the survival of patients in ICU.
J. Am. Medical Informatics Assoc., 2022

iNet: visual analysis of irregular transition in multivariate dynamic networks.
Frontiers Comput. Sci., 2022

The Chart Excites Me! Exploring How Data Visualization Design Influences Affective Arousal.
CoRR, 2022

VizBelle: A Design Space of Embellishments for Data Visualization.
CoRR, 2022

How Does Automation Shape the Process of Narrative Visualization: A Survey on Tools.
CoRR, 2022

Negative Emotions, Positive Outcomes? Exploring the Communication of Negativity in Serious Data Stories.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021
Calliope: Automatic Visual Data Story Generation from a Spreadsheet.
IEEE Trans. Vis. Comput. Graph., 2021

Smile or Scowl? Looking at Infographic Design Through the Affective Lens.
IEEE Trans. Vis. Comput. Graph., 2021

Visual Causality Analysis of Event Sequence Data.
IEEE Trans. Vis. Comput. Graph., 2021

Graph Ranking Auditing: Problem Definition and Fast Solutions.
IEEE Trans. Knowl. Data Eng., 2021

EcoLens: visual analysis of ecological regions in urban contexts using traffic data.
J. Vis., 2021

TrammelGraph: visual graph abstraction for comparison.
J. Vis., 2021

Talk2Data: High-Level Question Decomposition for Data-Oriented Question and Answering.
CoRR, 2021

AutoClips: An Automatic Approach to Video Generation from Data Facts.
Comput. Graph. Forum, 2021

Attent: Active Attributed Network Alignment.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Deep Co-Attention Network for Multi-View Subspace Learning.
Proceedings of the WWW '21: The Web Conference 2021, 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

Understanding the Design Space for Animated Narratives Applied to Illustrations.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Communicating with Motion: A Design Space for Animated Visual Narratives in Data Videos.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020
RCAnalyzer: visual analytics of rare categories in dynamic networks.
Frontiers Inf. Technol. Electron. Eng., 2020

VisAct: a visualization design system based on semantic actions.
J. Vis., 2020

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

EmoG: Supporting the Sketching of Emotional Expressions for Storyboarding.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019
A Semantic-Based Method for Visualizing Large Image Collections.
IEEE Trans. Vis. Comput. Graph., 2019

Visual Progression Analysis of Event Sequence Data.
IEEE Trans. Vis. Comput. Graph., 2019

ACM TIST Special Issue on Visual Analytics.
ACM Trans. Intell. Syst. Technol., 2019

Interactive Context-Aware Anomaly Detection Guided by User Feedback.
IEEE Trans. Hum. Mach. Syst., 2019

Task-Oriented Optimal Sequencing of Visualization Charts.
CoRR, 2019

EcoLens: Visual Analysis of Urban Region Dynamics Using Traffic Data.
CoRR, 2019

FacIt: Factorizing Tensors into Interpretable and Scrutinizable Patterns.
Proceedings of the 30th IEEE Visualization Conference, 2019

ADMIRING: Adversarial Multi-network Mining.
Proceedings of the 2019 IEEE International Conference on Data Mining, 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

AI-Sketcher : A Deep Generative Model for Producing High-Quality Sketches.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Steering data quality with visual analytics: The complexity challenge.
Vis. Informatics, 2018

StreamExplorer: A Multi-Stage System for Visually Exploring Events in Social Streams.
IEEE Trans. Vis. Comput. Graph., 2018

RCLens: Interactive Rare Category Exploration and Identification.
IEEE Trans. Vis. Comput. Graph., 2018

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

Voila: Visual Anomaly Detection and Monitoring with Streaming Spatiotemporal Data.
IEEE Trans. Vis. Comput. Graph., 2018

Guest Editorial: Special Issue on Interactive Visual Analysis of Human and Crowd Behaviors.
ACM Trans. Interact. Intell. Syst., 2018

Visual Analytics: Towards Effective Human-Machine Intelligence (NII Shonan Meeting 2018-2).
NII Shonan Meet. Rep., 2018

Z-Glyph: Visualizing outliers in multivariate data.
Inf. Vis., 2018

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

CarePre: An Intelligent Clinical Decision Assistance System.
CoRR, 2018

Local Partition in Rich Graphs.
CoRR, 2018

Extra: explaining team recommendation in networks.
Proceedings of the 12th ACM Conference on Recommender Systems, 2018

X-Rank: Explainable Ranking in Complex Multi-Layered Networks.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 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

Designing Emotional Expressions of Conversational States for Voice Assistants: Modality and Engagement.
Proceedings of the Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

AURORA: Auditing PageRank on Large Graphs.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Local Partition in Rich Graphs.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Evaluation of Graph Sampling: A Visualization Perspective.
IEEE Trans. Vis. Comput. Graph., 2017

Enhancing Team Composition in Professional Networks: Problem Definitions and Fast Solutions.
IEEE Trans. Knowl. Data Eng., 2017

Adaptive Contextualization Methods for Combating Selection Bias during High-Dimensional Visualization.
ACM Trans. Interact. Intell. Syst., 2017

Discovering rare categories from graph streams.
Data Min. Knowl. Discov., 2017

Is the Whole Greater Than the Sum of Its Parts?
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

FIRST: Fast Interactive Attributed Subgraph Matching.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Rapid Analysis of Network Connectivity.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

iSphere: Focus+Context Sphere Visualization for Interactive Large Graph Exploration.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016
TargetVue: Visual Analysis of Anomalous User Behaviors in Online Communication Systems.
IEEE Trans. Vis. Comput. Graph., 2016

UnTangle Map: Visual Analysis of Probabilistic Multi-Label Data.
IEEE Trans. Vis. Comput. Graph., 2016

A Survey on Visual Analytics of Social Media Data.
IEEE Trans. Multim., 2016

Guest Editorial: Visual Analytics in Multimedia - Opportunities and Research Challenges.
IEEE Trans. Multim., 2016

Episogram: Visual Summarization of Egocentric Social Interactions.
IEEE Computer Graphics and Applications, 2016

Adaptive Contextualization: Combating Bias During High-Dimensional Visualization and Data Selection.
Proceedings of the 21st International Conference on Intelligent User Interfaces, 2016

TEAMOPT: Interactive Team Optimization in Big Networks.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Introduction to Text Visualization
Atlantis Briefs in Artificial Intelligence 1, Atlantis Press, ISBN: 978-94-6239-186-4, 2016

2015
SocialHelix: visual analysis of sentiment divergence in social media.
J. Vis., 2015

Replacing the Irreplaceable: Fast Algorithms for Team Member Recommendation.
Proceedings of the 24th International Conference on World Wide Web, 2015

Rare Category Detection on Time-Evolving Graphs.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Trajectory Bundling for Animated Transitions.
Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

g-Miner: Interactive Visual Group Mining on Multivariate Graphs.
Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

2014
#FluxFlow: Visual Analysis of Anomalous Information Spreading on Social Media.
IEEE Trans. Vis. Comput. Graph., 2014

UnTangle: Visual Mining for Data with Uncertain Multi-labels via Triangle Map.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

2013
Visual Analysis of Set Relations in a Graph.
Comput. Graph. Forum, 2013

Demonstrating Interactive Multi-resolution Large Graph Exploration.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

2012
Whisper: Tracing the Spatiotemporal Process of Information Diffusion in Real Time.
IEEE Trans. Vis. Comput. Graph., 2012

Multifaceted visual analytics for healthcare applications.
IBM J. Res. Dev., 2012

2011
DICON: Interactive Visual Analysis of Multidimensional Clusters.
IEEE Trans. Vis. Comput. Graph., 2011

SolarMap: Multifaceted Visual Analytics for Topic Exploration.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

2010
FacetAtlas: Multifaceted Visualization for Rich Text Corpora.
IEEE Trans. Vis. Comput. Graph., 2010

ContexTour: Contextual Contour Analysis on Dynamic Multi-relational Clustering.
Proceedings of the SIAM International Conference on Data Mining, 2010

2009
MultiVis: Content-Based Social Network Exploration through Multi-way Visual Analysis.
Proceedings of the SIAM International Conference on Data Mining, 2009

SmallBlue: Social Network Analysis for Expertise Search and Collective Intelligence.
Proceedings of the 25th International Conference on Data Engineering, 2009

HiMap: Adaptive visualization of large-scale online social networks.
Proceedings of the IEEE Pacific Visualization Symposium PacificVis 2009, 2009

2008
Interactive Visual Analysis of the NSF Funding Information.
Proceedings of the IEEE VGTC Pacific Visualization Symposium 2008, 2008

2006
The visual funding navigator: analysis of the NSF funding information.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006


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