IEEE VIS 2019: papers on the web
We try to link to the page containing the actual paper preprint, instead of linking directly, so you might have to browse the linked page to find the actual document. Please note that sessions are composed of papers mixed from the VAST [V], InfoVis [I], and SciVis [S] conferences, and are marked as such preceding the paper titles. If you have additions or changes, please send e-mail to zjuvis(at)cad.zju.edu.cn.
This page is currently maintained by Jiadong Huang.
In case of questions, comments, suggestions, etc., please mailto: zjuvis(at)cad.zju.edu.cn.
IEEE Xplore Digital Library (DOI) link for the paper |
Project page | Author preprint | Paper video | Demo program or Source code |
Submitted: Accepted: Acceptance Rate: |
VIS Best Papers |
[V] FlowSense: A Natural Language Interface for Visual Data Exploration within a Dataflow System (J) (Best Paper Award) [I] Data Changes Everything: Challenges and Opportunities in Data Visualization Design Handoff (J) (Best Paper Award) [S] InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations (J) (Best Paper Award) |
A Tour of VAST |
[V] NNVA: Neural Network Assisted Visual Analysis of Yeast Cell Polarization Simulation (J) (Best Paper Honorable Mention) [V] Supporting Analysis of Dimensionality Reduction Results with Contrastive Learning (J) (Best Paper Honorable Mention) [V] The What-If Tool: Interactive Probing of Machine Learning Models (J) [V] Understanding the Role of Alternatives in Data Analysis Practices (J) [V] VASABI: Doing User Behaviour Analytics through Interactive Visual Hierarchical User Profiles (J) |
Provocations |
[I] Data by proxy – material traces as autographic visualizations (J) [I] Design by Immersion: A Transdisciplinary Approach to Problem-Driven Visualizations (J) [I] Criteria for Rigor in Visualization Design Study (J) [I] What is Interaction for Data Visualization? (J) [I] Why Authors Don’t Visualize Uncertainty (J) |
Scalar Topology |
[S] High-throughput feature extraction for measuring attributes of deforming open cell foams (J) [S] Progressive Wasserstein Barycenters of Persistence Diagrams (J) (Best Paper Honorable Mention) [S] The Effect of Data Transformations on Scalar Field Topological Analysis of High-Order FEM Solutions (J) [S] Toward Localized Topological Data Structures: Querying the Forest for the Tree (J) (Best Paper Honorable Mention) [S] Edit Distance between Merge Trees (T) |
VIS Meets Machine Learning |
[V] GUIRO: User-Guided Matrix Reordering (J) [S] LassoNet: Deep Lasso-Selection of 3D Point Clouds (J) [S] TSR-TVD: Temporal Super-Resolution for Time-Varying Data Analysis and Visualization (J) [I] GenerativeMap: Visualization and Exploration of Dynamic Density Maps via Generative Learning Model (J) [V] Facetto: Combining Unsupervised and Supervised Learning for Hierarchical Phenotype Analysis in Multi-Channel Image Data (J) [V] ProtoSteer: Steering Deep Sequence Model with Prototypes (J) |
Features and Topology |
[S] Dynamic Nested Tracking Graphs (J) [S] Extraction and Visual Analysis of Potential Vorticity Banners around the Alps (J) [S] Multi-Scale Topological Analysis of Asymmetric Tensor Fields on Surfaces (J) [S] Vector Field Topology of Time-Dependent Flows in a Steady Reference Frame (J) [S] Feature Tracking by Two-Step Optimization (T) [V] Scalable Topological Data Analysis and Visualization for Interpreting Data-Driven Models in Scientific Applications (J) |
Bias & Patterns |
[I] Biased Average Position Estimates in Line and Bar Graphs: Underestimation, Overestimation, and Perceptual Pull (J) [I] Measures of the benefit of direct encoding of data deltas for data pair relation perception (J) [I] A Task-based Taxonomy of Cognitive Biases for Information Visualization (T) [I] The Curse of Knowledge in Visual Data Communication (T) [V] Evaluating Perceptual Bias During Geometric Scaling of Scatterplots (J) [V] FDive: Learning Relevance Models using Pattern-based Similarity Measures (C) |
Multiscale Visualization |
[I] Pattern-Driven Navigation in 2D Multiscale Visualizations with Scalable Insets (J) [S] Multi-Scale Procedural Animations of Microtubule Dynamics Based on Measured Data (J) [S] OpenSpace: A System for Astrographics (J) [S] Scale-Space Splatting: Reforming Spacetime for the Cross-Scale Exploration of Integral Measures in Molecular Dynamics (J) [S] ScaleTrotter: Illustrative Visual Travels Across Negative Scales (J) |
Drawing Nodes and Edges |
[I] A Deep Generative Model for Graph Layout (J) [I] DeepDrawing: A Deep Learning Approach to Graph Drawing (J) [I] Interactive Structure-aware Blending of Diverse Edge Bundling Visualizations (J) [I] Persistent Homology Guided Force-Directed Graph Layouts (J) [I] Graph Drawing by Stochastic Gradient Descent (T) [V] The Effect of Edge Bundling and Seriation on Sensemaking of Biclusters in Bipartite Graphs (T) |
Flow |
[S] Accelerated Monte Carlo Rendering of Finite-Time Lyapunov Exponents (J) [S] Detection and Visualization of Splat and Antisplat Events in Turbulent Flows (T) [S] Analysis of the Near-Wall Flow in a Turbine Cascade by Splat Visualization (J) [S] Extreme-Scale Stochastic Particle Tracing for Uncertain Unsteady Flow Visualization and Analysis (T) [S] FlowNet: A Deep Learning Framework for Clustering and Selection of Streamlines and Stream Surfaces (T) [S] Hyper-Objective Vortices (T) |
Evaluation & Reproducibility |
[I] Toward Objective Evaluation of Working Memory in Visualizations: A Case Study Using Pupillometry and a Dual-Task Paradigm (J) [I] VisTA: Integrating Machine Intelligence with Visualization to Support the Investigation of Think-Aloud Sessions (J) [S] Embedding Meta-Information into Visualizations (T) [S] On Evaluating Runtime Performance of Interactive Visualizations (T) [V] The Validity and Generalizability of Summative Evaluation Methods in Visual Analytics (J) [V] An Analysis of Automated Visual Analysis Classification: Interactive Visualization Task Inference of Cancer Genomics Domain Experts (T) |
Animation and Sports |
[I] A Comparative Evaluation of Animation and Small Multiples for Trend Visualization on Mobile Phones (J) [I] A Comparison of Visualizations for Identifying Correlation Over Time and Space (J) [I] Common Fate for Animated Transitions in Visualization (J) [V] CourtTime: Generating Actionable Insights into Tennis Matches Using Visual Analytics (J) [V] Tac-Simur: Visual Analytics for Tactic-based Match Simulation of Table Tennis (J) [V] COPE: Interactive Exploration of Co-occurrence Patterns in Spatial Time Series (T) |
Multivariate & Multidimensional Data |
[V] Taxonomizer: A Visual Analytics Framework for Constructing Fully Labeled Hierarchies from Multivariate Data (T) [I] An Incremental Dimensionality Reduction Method for Visualizing Streaming Multidimensional Data (J) [S] Feature Level-Sets: Generalizing Iso-surfaces to Multi-variate Data (T) [S] TTHRESH: Tensor Compression for Multidimensional Visual Data (T) [V] Selection Bias Tracking and Detailed Subset Comparison for High-Dimensional Data (J) [V] Visual Analysis of High-Dimensional Event Sequence Data via Dynamic Hierarchical Aggregation (J) |
(De)Construction |
[I] Construct-A-Vis: Free-Form Visualization Creation for Children (J) [I] Critical Reflections of Visualization Authoring Systems (J) [I] Decoding Complex Visualizations in Science Museums – An Empirical Study (J) [I] Investigating Direct Manipulation of Graphical Encodings as a Method for User Interaction (J) [S] Artifact-Based Rendering: Harnessing Natural and Traditional Visual Media for More Expressive and Engaging 3D Visualizations (J) [V] Origraph: Interactive Network Wrangling (C) |
Immersion and Virtual Environments |
[I] MARVisT: Authoring Glyph-based Visualization in Mobile Augmented Reality (T) [I] Designing for Mobile and Immersive Visual Analytics in the Field (J) [I] Evaluating an Immersive Space-Time Cube Geovisualization for Intuitive Trajectory Data Exploration (J) [I] The Impact of Immersion on Cluster Identification Tasks (J) [I] There Is No Spoon: Evaluating Performance, Space Use, and Presence with Expert Domain Users in Immersive Analytics (J) [S] Deadeye Visualization Revisited: Investigation of Preattentiveness and Applicability in Virtual Environments (J) |
Planning and Situational Awareness |
[V] Interactive Learning for Identifying Relevant Tweets to Support Real-time Situational Awareness (J) [I] A Systematic Review of Visualization in Building Information Modeling (T) [V] LightGuider: Guiding Interactive Lighting Design using Suggestions, Provenance, and Quality Visualization (J) [V] PlanningVis: A Visual Analytics Approach to Production Planning in Smart Factories (J) [V] Visual Analytics for Electromagnetic Situation Awareness in Radio Monitoring and Management (J) [V] sPortfolio: Stratified Visual Analysis of Stock Portfolios (J) |
XAI and Fairness |
[V] explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning (J) [V] Explaining Vulnerabilities to Adversarial Machine Learning through Visual Analytics (J) [V] FairSight: Visual Analytics for Fairness in Decision Making (J) [V] Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations (J) [V] FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning (C) [V] Visual Genealogy of Deep Neural Networks (T) |
Vis for Software and Systems |
[V] CloudDet: Interactive Visual Analysis of Anomalous Performances in Cloud Computing Systems (J) [I] Visualizing a Moving Target: A Design Study on Task Parallel Programs in the Presence of Evolving Data and Concerns (J) [I] How People Visually Represent Discrete Constraint Problem (T) [I] Preserving Command Line Workflow for a Package Management using ASCII DAG Visualization (T) [S] Inviwo - A Visualization System with Usage Abstraction Levels (T) [V] Exploranative Code Quality Documents (J) |
Large Data and Dimensionality Reduction |
[I] OntoPlot: A Novel Visualisation for Non-hierarchical Associations in Large Ontologies (J) [I] P5: Portable Progressive Parallel Processing Pipeline for Interactive Data Analysis and Visualization (J) [I] RSATree: Distribution-Aware Data Representation of Large-Scale Tabular Datasets for Flexible Visual Query (J) [I] SolarView: Low Distortion Radial Embedding with a Focus (T) [S] Scientific Visualization as a Microservice (T) [V] GPGPU Linear Complexity tSNE Optimization (J) |
Scatterplots |
[V] ScatterNet: A Deep Subjective Similarity Model for Visual Analysis of Scatterplots (T) [I] A Recursive Subdivision Technique for Sampling Multi-class Scatterplots (J) [I] Data Sampling in Multi-view and Multi-class Scatterplots via Set Cover Optimization (J) [I] Discriminability Tests for Visualization Effectiveness and Scalability (J) [I] Improving the Robustness of Scagnostics (J) [I] Winglets: Visualizing Association with Uncertainty in Multi-class Scatterplots (J) |
Volume Visualization |
[S] Void-and-Cluster Sampling of Large Scattered Data and Trajectories (J) [S] FeatureLego: Volume Exploration Using Exhaustive Clustering of Super-Voxels (T) [S] Interactive Visualization and On-Demand Processing of Large Volume Data: A Fully GPU-Based Out-Of-Core Approach (T) [S] Fourier Opacity Optimization for Scalable Exploration (T) [S] Ray-based Exploration of Large Time-varying Volume Data Using Proxy Per-ray Distributions (T) |
Geovisualization |
[V] A Visual Analytics System for Exploring, Monitoring, and Forecasting Road Traffic Congestion (T) [I] SmartCube: An Adaptive Data Management Architecture for the Real-Time Visualization of Spatiotemporal Datasets (J) [S] Real-Time Exploration of Large Spatiotemporal Datasets based on Order Statistics (T) [V] AirVis: Visual Analytics of Air Pollution Propagation (J) [V] OD Morphing: balancing simplicity with faithfulness for OD bundling (J) [V] Semantics-Space-Time Cube: A Conceptual Framework for Systematic Analysis of Texts in Space and Time (T) |
Ensembles & Uncertainty |
[I] Uncertainty-Aware Principal Component Analysis (J) [S] A Structural Average of Labeled Merge Trees for Uncertainty Visualization (J) [S] Multiscale Visual Drilldown for the Analysis of Large Ensembles of Multi-Body Protein Complexes (J) [S] eFESTA: Ensemble Feature Exploration with Surface Density Estimates (T) [S] Visualization and Visual Analysis of Ensemble Data: A Survey (T) [V] Exploring the Sensitivity of Choropleths under Attribute Uncertainty (T) |
Interactive Machine Learning |
[I] Illusion of Causality in Visualized Data (J) [V] Ablate, Variate, and Contemplate: Visual Analytics for Discovering Neural Architectures (J) [V] VASSL: A Visual Analytics Toolkit for Social Spambot Labeling (J) [V] Visual Interaction with Deep Learning Models through Collaborative Semantic Inference (J) [V] ICE: An Interactive Configuration Explorer for High Dimensional Parameter Spaces (C) [V] Interactive Correction of Mislabeled Training Data (C) |
Infographics & Storytelling |
[I] DataShot: Automatic Generation of Fact Sheet from Tabular Data (J) [I] Text-to-Viz: Automatic Generation of Infographics from Natural Language Statements (J) [I] Towards Automated Infographic Design: Deep Learning-based Auto-Generation of Extensible Timeline (J) [V] EmoCo: Visual Analysis of Emotion Coherence in Presentation Videos (J) [V] Multimodal Analysis of Video Collections: Visual Exploration of Presentation Techniques in TED Talks (T) [V] Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling (T) |
Visualization in Medicine |
[I] CerebroVis: Designing an Abstract yet Spatially Contextualized Cerebral Arteries Network Visualization (J) [S] Cohort-based T-SSIM Visual Computing for Radiation Therapy Prediction and Exploration (J) [S] DeepOrganNet: On-the-Fly Reconstruction and Visualization of 3D / 4D Lung Models from Single-View Projections by Deep Deformation Network (J) [S] Temporal Views of Flattened Mitral Valve Geometries (J) [V] Motion Browser: Visualizing and Understanding Complex Upper Limb Movement Under Obstetrical Brachial Plexus Injuries (J) |
Words & Documents |
[V] LDA Ensembles for Interactive Exploration and Categorization of Behaviors (T) [I] ShapeWordle: Tailoring Wordles using Shape-aware Archimedean Spirals (J) [V] Semantic Concept Spaces: Guided Topic Model Refinement using Word-Embedding Projections (J) [V] VIANA: Visual Interactive Annotation of Argumentation (C) [V] Topic-based Exploration and Embedded Visualizations for Research Idea Generation (T) [I] An Evaluation of Semantically Grouped Word Cloud Designs (T) |
What’s the Difference? |
[I] The Perceptual Proxies of Visual Comparison (J) (Best Paper Honorable Mention) [I] BarcodeTree: Scalable Comparison of Multiple Hierarchies (J) [I] Comparison of Radial and Linear charts for Visualizing Daily Patterns (J) [I] Separating the wheat from the chaff: Comparative visual cues for reliable diagnostics of competing models (J) [I] Aggregated Dendrograms for Visual Comparison Between Many Phylogenetic Trees (T) [V] STBins: Visual Tracking and Comparison of Multiple Data Sequences using Temporal Binning (J) |
Influencers |
[I] Eiffel: Evolutionary Flow Map for Influence Graph Visualization (T) [V] Galex: Exploring the Evolution and Intersection of Disciplines (J) [V] MetricsVis: A Visual Analytics Framework for Evaluating Individual, Team, and Organization Performance (J) [V] Influence Flowers of Academic Entities (C) [V] WeSeer: Visual Analysis for Better Information Cascade Prediction of WeChat Articles (T) [V] R-Map: A Map Metaphor for Visualizing Information Reposting Process in Social Media (J) |
Color |
[I] Color Crafting: Automating the Construction of Designer Quality Color Ramps (J) [I] Estimating color-concept associations from image statistics (J) [I] The Effect of Color Scales on Climate Scientists’ Objective and Subjective Performance in Spatial Data Analysis Tasks (T) [S] Measuring and Modeling the Feature Detection Threshold Functions of Colormaps (T) [S] Measuring the Effects of Scalar and Spherical Colormaps on Ensembles of DMRI Tubes (T) |
Searching & Querying |
[I] Searching the Visual Style and Structure of D3 Visualizations (J) [I] The Role of Latency in Predicting Visual Search Behavior (J) [V] A Natural-language-based Visual Query Approach of Uncertain Human Trajectories (J) [V] You can’t always sketch what you want: Understanding Sensemaking in Visual Query Systems (J) [V] Do What I Mean, Not What I Say! Design Considerations for Supporting Intent and Context in Analytical Conversation (C) [V] TopicSifter: Interactive Search Space Reduction Through Targeted Topic Modeling (C) |
Last updated: Sun Jan 5 15:48:48 2020 |