Papers Sessions

More detail about papers and their associated presentations will be released with the virtual website.

Full Papers

VATLD: A Visual Analytics System to Assess, Understand and Improve Traffic Light Detection
(Best Paper Award)
Authors: Liang Gou, Lincan Zou, Nanxiang Li, Michael Hofmann, Shekar Arvind Kumar, Axel Wendt, Liu Ren

Visual Reasoning Strategies for Effect Size Judgments and Decisions
(Best Paper Award)
Authors: Alex Kale, Matthew Kay, Jessica Hullman

Objective Observer-Relative Flow Visualization in Curved Spaces for Unsteady 2D Geophysical Flows
(Best Paper Award)
Authors: Peter Rautek, Matej Mlejnek, Johanna Beyer, Jakob Troidl, Hanspeter Pfister, Thomas Theussl, Markus Hadwiger

PlotThread: Creating Expressive Storyline Visualizations using Reinforcement Learning
Authors: Tan Tang, Renzhong LI, Xinke Wu, Shuhan Liu, Johannes Knittel, Steffen Koch, Thomas Ertl, Lingyun Yu, Peiran Ren, Yingcai Wu

Lyra 2: Designing Interactive Visualizations by Demonstration
Authors: Jonathan Zong, Dhiraj Barnwal, Rupayan Neogy, Arvind Satyanarayan

StructGraphics: Flexible Visualization Design through Data-Agnostic and Reusable Graphical Structures
Authors: Theophanis Tsandilas

VisCode: Embedding Information in Visualization Images using Encoder-Decoder Network
Authors: Peiying Zhang, Chenhui Li, Changbo Wang

Chartem: Reviving Chart Images with Data Embedding
Authors: Jiayun Fu, Bin Zhu, Weiwei Cui, Song Ge, Yun Wang, Haidong Zhang, He Huang, Yuanyuan Tang, Dongmei Zhang, Xiaoqiang Ma

Dataless Sharing of Interactive Visualization
Authors: Mohammad Raji, Jeremiah Duncan, Tanner Hobson, Jian Huang

VisConnect: Distributed Event Synchronization for Collaborative Visualization
Authors: Michail Schwab, David Saffo, Yixuan Zhang, Shash Sinha, Cristina Nita-Rotaru, James Tompkin, Cody Dunne, Michelle Borkin

A Generic Framework and Library for Exploration of Small Multiples through Interactive Piling
(Honorable Mention)
Authors: Fritz Lekschas, Xinyi Zhou, Wei Chen, Nils Gehlenborg, Benjamin Bach, Hanspeter Pfister

NL4DV: A Toolkit for Generating Analytic Specifications for Data Visualization from Natural Language Queries
Authors: Arpit Narechania, Arjun Srinivasan, John Stasko

P6: A Declarative Language for Integrating Machine Learning in Visual Analytics
Authors: Kelvin Li, Kwan-Liu Ma

PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML Pipelines
Authors: Jorge Piazentin Ono, Sonia Castelo Quispe, Roque Lopez, Enrico Bertini, Juliana Freire, Claudio Silva

Kyrix-S: Authoring Scalable Scatterplot Visualizations of Big Data
Authors: Wenbo Tao, Xinli Hou, Adam Sah, Leilani Battle, Remco Chang, Michael Stonebraker

Semantic Discriminability for Visual Communication
Authors: Karen Schloss, Zachary Leggon, Laurent Lessard

Rainbows Revisited: Modeling Effective Colormap Design for Graphical Inference
Authors: Khairi Reda, Danielle Szafir

A Testing Environment for Continuous Colormaps
Authors: Pascal Nardini, Min Chen, Roxana Bujack, Michael Böttinger, Gerik Scheuermann

Truth or Square: Aspect Ratio Biases Recall of Position Encodings
Authors: Cristina Ceja, Caitlyn McColeman, Cindy Xiong, Steven Franconeri

No mark is an island: Precision and category repulsion biases in data reproductions
Authors: Caitlyn McColeman, Mi Feng, Lane Harrison, Steven Franconeri

Revealing Perceptual Proxies with Adversarial Examples
Authors: Brian Ondov, Fumeng Yang, Matthew Kay, Niklas Elmqvist, Steven Franconeri

Auditing the Sensitivity of Graph-based Ranking with Visual Analytics
Authors: Tiankai Xie, Yuxin Ma, Hanghang Tong, My Thai, Ross Maciejewski

Visual Analysis of Discrimination in Machine Learning
Authors: Qianwen Wang, Zhenhua Xu, Zhutian Chen, Yong Wang, Shixia Liu, Huamin Qu

Selection-Bias-Corrected Visualization via Dynamic Reweighting
Authors: David Borland, Jonathan Zhang, Smiti Kaul, David Gotz

ConfusionFlow: A model-agnostic visualization for temporal analysis of classifier confusion
Authors: Andreas Hinterreiter, Peter Ruch, Holger Stitz, Martin Ennemoser, Jürgen Bernard, Hendrik Strobelt, Marc Streit

ConceptExplorer: Visual Analysis of Concept Drifts in Multi-source Time-series Data
Authors: Xumeng Wang, Wei Chen, Jiazhi Xia, Zexian Chen, Dongshi Xu, Xiangyang Wu, Mingliang Xu, Tobias Schreck

Diagnosing Concept Drift with Visual Analytics
Authors: Weikai Yang, Zhen Li, Mengchen Liu, Yafeng Lu, Kelei Cao, Ross Maciejewski, Shixia Liu

TransVis: Integrated Distant and Close Reading of Othello Translations
Authors: Mohammad Alharbi, Robert S Laramee, Tom Cheesman

Visual Analysis of Argumentation in Essays
Authors: Dora Kiesel, Patrick Riehmann, Henning Wachsmuth, Benno Stein, Bernd Froehlich

A Survey of Text Alignment Visualization
Authors: Tariq Yousef, Stefan Jänicke

A Virtual Reality Memory Palace Variant Aids Knowledge Retrieval from Scholarly Articles
Authors: Fumeng Yang, Jing Qian, Johannes Novotny, David Badre, Cullen D. Jackson, David H. Laidlaw

ArchiText: Interactive Hierarchical Topic Modeling
Authors: Hannah Kim, Barry Drake, Alex Endert, Haesun Park

Attention Flows: Analyzing and Comparing Attention Mechanisms in Language Models
Authors: Joseph DeRose, Jiayao Wang, Matthew Berger

OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples
Authors: Changjian Chen, Jun Yuan, Yafeng Lu, Yang Liu, Hang Su, Songtao Yuan, Shixia Liu

HypoML: Visual Analysis for Hypothesis-based Evaluation of Machine Learning Models
Authors: Qianwen Wang, William Alexander, Jack Pegg, Huamin Qu, Min Chen

Explainable Matrix - Visualization for Global and Local Interpretability of Random Forest Classification Ensembles
Authors: Mário Popolin Neto, Fernando Paulovich

DECE: Decision Explorer with Counterfactual Explanations for Machine Learning Models
Authors: Furui Cheng, Yao Ming, Huamin Qu

Visual Analysis of Class Separations with Locally Linear Segments
Authors: Yuxin Ma, Ross Maciejewski

A Visual Analytics Approach for Exploratory Causal Analysis: Exploration, Validation, and Applications
Authors: Xiao Xie, Fan Du, Yingcai Wu

SpotSDC: Revealing the Silent Data Corruption Propagation in High-performance Computing Systems
Authors: Zhimin Li, Harshitha Menon, Dan Maljovec, Yarden Livnat, Shusen Liu, Kathryn Mohror, Peer-Timo Bremer, Valerio Pascucci

Vis-a-Vis: Visual Exploration of Visualization Source Code Evolution
Authors: Fabian Bolte, Stefan Bruckner

Visualizing Hierarchical Performance Profiles of Parallel Codes using CallFlow
Authors: Huu Tan Nguyen, Abhinav Bhatele, Nikhil Jain, Suraj Padmanaban Kesavan, Harsh Bhatia, Todd Gamblin, Kwan-Liu Ma, Peer-Timo Bremer

Githru: visual analytics of understanding software development context through git historical metadata analysis
Authors: youngtaek kim, Jaeyoung Kim, Hyeon Jeon, Young-Ho Kim, Hyunjoo Song, Bohyoung Kim, Jinwook Seo

A Visual Analytics Approach to Debugging Cooperative, Autonomous Multi-Robot System
Authors: Suyun Bae, Federico Rossi, Joshua Vander Hook, Scott Davidoff, Kwan-Liu Ma

CcNav: Understanding Compiler Optimizations in Binary Code
Authors: Sabin Devkota, Pascal Aschwanden, Adam Kunen, Matthew Legendre, Katherine Isaacs

ShuttleSpace: Exploring and Analyzing Movement Trajectory in Immersive Visualization
Authors: Shuainan Ye, Zhutian Chen, Xiangtong Chu, Yifan Wang, Siwei Fu, Lejun Shen, Kun Zhou, Yingcai Wu

QLens: Visual Analytics of Multi-step Problem-solving Behaviors for Improving Question Design
Authors: Meng Xia, Reshika Palaniyappan Velumani, Yong Wang, Huamin Qu, Xiaojuan Ma

Visilant: Visual Support for the Exploration and Analytical Process Tracking in Criminal Investigations
Authors: Kristina Zakopcanova, Marko Rehacek, Jozef Batrna, Daniel Plakinger, Sergej Stoppel, Barbora Kozlikova

ChemVA: Interactive Visual Analysis of Chemical Compound Similarity in Virtual Screening
Authors: María Virginia Sabando, Pavol Ulbrich, Matias Selzer, Jan Byška, Jan Mičan, Ignacio Ponzoni, Axel Soto, María Luján Ganuza, Barbora Kozlikova

A Visualization Framework for Multi-scale Coherent Structures in Taylor-Couette Turbulence
Authors: Duong Nguyen, Rodolfo Ostilla Monico, Guoning Chen

Conceptual Model of Visual Analytics for Hands-on Cybersecurity Training
Authors: Radek Ošlejšek, Vít Rusnak, Karolína Burská, Valdemar Švábenský, Jan Vykopal, Jakub Cegan

A Visual Analytics Framework for Reviewing Multivariate Time-Series Data with Dimensionality Reduction
Authors: Takanori Fujiwara, Shilpika Shilpika, Naohisa Sakamoto, Jorji Nonaka, Keiji Yamamoto, Kwan-Liu Ma

Co-Bridges: Pair-wise Visual Connection and Comparison for Multi-item Data Streams
Authors: Siming Chen, Natalia Andrienko, Gennady Andrienko, Jie Li, Xiaoru Yuan

MultiSegVA: Using Visual Analytics to Segment Biologging Time Series on Multiple Scales
Authors: Philipp Meschenmoser, Juri Buchmuller, Daniel Seebacher, Martin Wikelski, Daniel Keim

MineTime Insight: Visualizing Meeting Habits to Promote Informed Scheduling Decisions
Authors: Marco Ancona, Marilou Beyeler, Markus Gross, Tobias Günther

SineStream: Improving the Readability of Streamgraphs by Minimizing Sine Illusion Effects
Authors: Chuan Bu, Quanjie Zhang, Qianwen Wang, Jian Zhang, Oliver Deussen, Michael Sedlmair, Yunhai Wang

SplitStreams: A Visual Metaphor for Evolving Hierarchies
Authors: Fabian Bolte, Mahsan Nourani, Eric D. Ragan, Stefan Bruckner

HyperLabels: Browsing of Dense and Hierarchical Molecular 3D Models
Authors: David Kouřil, Tobias Isenberg, Barbora Kozlíková, Miriah Meyer, M. Eduard Gröller, Ivan Viola

Visual cohort comparison for spatial single-cell omics-data
Authors: Antonios Somarakis, Marieke Ijsselsteijn, Sietse Luk, Boyd Kenkhuis, Noel de Miranda, Boudewijn Lelieveldt, Thomas Höllt

Improving the Usability of Virtual Reality Neuron Tracing with Topological Elements
Authors: Torin McDonald, Will Usher, Nate Morrical, Attila Gyulassy, Steve Petruzza, Frederick Federer, Alessandra Angelucci, Valerio Pascucci

CMed: Crowd Analytics for Medical Imaging Data
Authors: Ji Hwan Park, Saad Nadeem, Saeed Boorboor, Joseph Marino, Arie Kaufman

Void Space Surfaces to Convey Depth in Vessel Visualizations
Authors: Julian Kreiser, Pedro Hermosilla, Timo Ropinski

Personalized Sketch-Based Brushing in Scatterplots
Authors: Chaoran Fan, Helwig Hauser

Aggregated Ensemble Views for Deep Water Asteroid Impact Simulations
Authors: Simon Leistikow, Karim Huesmann, Alexey Fofonov, Lars Linsen

Illustrating Changes in Time-Series Data With Data Video
Authors: Junhua Lu, Jie Wang, Hui Ye, Yuhui Gu, Zhiyu Ding, Mingliang Xu, Wei Chen

Nano for the Public: An Exploranation Perspective
Authors: Gunnar Höst, Karljohan Palmerius, Konrad Schönborn

PixelClipper: Supporting Public Engagement and Conversation About Visualizations
Authors: Jagoda Walny, Sarah Storteboom, Richard Pusch, Steven Munsu Hwang, Søren Knudsen, Sheelagh Carpendale, Wesley Willett

A Data-Driven Introduction to Authors, Readings, and Techniques in Visualization for the Digital Humanities
Authors: Alejandro Benito-Santos, Roberto Therón Sánchez

A Visual Analytics Approach for Ecosystem Dynamics based on Empirical Dynamic Modeling
Authors: Hiroaki Natsukawa, Ethan Deyle, Gerald Pao, Koji Koyamada, George Sugihara

Multiscale Snapshots: Visual Analysis of Temporal Summaries in Dynamic Graphs
Authors: Eren Cakmak, Udo Schlegel, Dominik Jäckle, Daniel Keim, Tobias Schreck

The Effectiveness of Interactive Visualization Techniques for Time Navigation of Dynamic Graphs on Large Displays
Authors: Alexandra Lee, Daniel Archambault, Miguel Nacenta

Staged Animation Strategies for Online DynamicNetworks
Authors: Tarik Crnovrsanin, Shilpika Shilpika, Senthil Chandrasegaran, Kwan-Liu Ma

Analyzing Dynamic Hypergraphs with Parallel Aggregated Ordered Hypergraph Visualization
Authors: Paola Valdivia, Paolo Buono, Catherine Plaisant, Nicole Dufournaud, Jean-Daniel Fekete

Visual Analytics for Temporal Hypergraph Model Exploration
Authors: Maximilian Fischer, Devanshu Arya, Dirk Streeb, Daniel Seebacher, Daniel Keim, Marcel Worring

CNNPruner: Pruning Convolutional Neural Networks with Visual Analytics
Authors: Guan Li, Junpeng Wang, Han-Wei Shen, Kaixin Chen, Guihua Shan, ZhongHua Lu

Visual Neural Decomposition to Explain Multivariate Data Sets
Authors: Johannes Knittel, Andrés Lalama, Steffen Koch, Thomas Ertl

A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning Processes
Authors: Yuxin Ma, Arlen Fan, Jingrui He, Arun Reddy Nelakurthi, Ross Maciejewski

CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization
Authors: Zijie Wang, Robert Turko, Omar Shaikh, Haekyu Park, Nilaksh Das, Fred Hohman, Minsuk Kahng, Duen Horng Chau

HyperTendril: Visual Analytics for User-Driven Hyperparameter Optimization of Deep Neural Networks
Authors: Heungseok Park, Yoonsoo Nam, Ji-Hoon Kim, Jaegul Choo

Analyzing the Noise Robustness of Deep Neural Networks
Authors: Kelei Cao, Mengchen Liu, Hang Su, Jing Wu, Jun Zhu, Shixia Liu

Direct Volume Rendering with Nonparametric Models of Uncertainty
Authors: Tushar Athawale, Bo Ma, Elham Sakhaee, Chris R. Johnson, Alireza Entezari

Uncertainty Visualization of 2D Morse Complex Ensembles Using Statistical Summary Maps
Authors: Tushar Athawale, Dan Maljovec, Lin Yan, Chris R. Johnson, Valerio Pascucci, Bei Wang

Uncertainty-Oriented Ensemble Data Visualization and Exploration using Variable Spatial Spreading
Authors: Mingdong Zhang, Li Chen, Quan Li, Xiaoru Yuan, Jun-hai Yong

Uncertainty in Continuous Scatterplots, Continuous Parallel Coordinates, and Fibers
Authors: Boyan Zheng, Filip Sadlo

Modeling the Influence of Visual Density on Cluster Perception in Scatterplots Using Topology
Authors: Ghulam Jilani Quadri, Paul Rosen

ProReveal: Progressive Visual Analytics with Safeguards
Authors: Jaemin Jo, Sehi L'Yi, Bongshin Lee, Jinwook Seo

InCorr: Interactive Data-Driven Correlation Panels for Digital Outcrop Analysis
Authors: Thomas Ortner, Andreas Walch, Rebecca Nowak, Robert Barnes, Thomas Höllt, Eduard Gröller,

Extraction and Visualization of Poincaré Map Topology for Spacecraft Trajectory Design
Authors: Xavier Tricoche, Wayne Schlei, Kathleen Howell

IsoTrotter: Visually Guided Empirical Modelling of Convection in Meteorology
Authors: Juraj Pálenik, Thomas Spengler, Helwig Hauser

Interactive Visualization of Atmospheric Effects for Celestial Bodies
Authors: Jonathas Costa, Alexander Bock, Carter Emmart, Charles Hansen, Anders Ynnerman, Claudio Silva

Interactive Black-Hole Visualization
(Honorable Mention)
Authors: Annemieke Verbraeck, Elmar Eisemann

Polyphorm: Structural Analysis of Cosmological Datasets via Interactive Physarum Polycephalum Visualization
Authors: Oskar Elek, Joseph Burchett, Jason Prochaska, Angus Forbes

What Makes a Data-GIF Understandable?
Authors: Xinhuan Shu, Aoyu Wu, Junxiu Tang, Benjamin Bach, Yingcai Wu, Huamin Qu

Guidelines For Pursuing and Revealing Data Abstractions
Authors: Alex Bigelow, Katy Williams, Katherine Isaacs

Composition and Configuration Patterns in Multiple-View Visualizations
Authors: Xi Chen, Wei Zeng, Yanna Lin, Hayder Al-maneea, Jonathan Roberts, Remco Chang

Comparative Layouts Revisited: Design Space, Guidelines, and Future Directions
Authors: Sehi L'Yi, Jaemin Jo, Jinwook Seo

LineSmooth: An Analytical Framework for Evaluating the Effectiveness of Smoothing Techniques on Line Charts
Authors: Paul Rosen, Ghulam Jilani Quadri

StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics
Authors: Angelos Chatzimparmpas, Rafael M. Martins, Kostiantyn Kucher, Andreas Kerren

Shared Surfaces and Spaces: Collaborative Data Visualisation in a Co-located Immersive Environment
Authors: Benjamin Lee, Xiaoyun Hu, Maxime Cordeil, Arnaud Prouzeau, Bernhard Jenny, Tim Dwyer

Personal Augmented Reality for Information Visualization on Large Interactive Displays
Authors: Patrick Reipschläger ,Tamara Flemisch, Raimund Dachselt

VRIA: A Web-based Framework for Creating Immersive Analytics Experiences
Authors: Peter W. S. Butcher, Nigel W. John, Panagiotis D. Ritsos

Uplift: A Tangible and Immersive Tabletop System for Casual Collaborative Visual Analytics
Authors: Barrett Ens, Sarah Goodwin, Arnaud Prouzeau, Fraser Anderson, Florence Y. Wang, Samuel Gratzl, Zac Lucarelli, Brendan Moyle, Jim Smiley, Tim Dwyer

Revisited: Comparison of Empirical Methods to Evaluate Visualizations Supporting Crafting and Assembly Purposes
Authors: Maximilian Weiß, Katrin Angerbauer, Alexandra Voit, Magdalena Schwarzl, Michael Sedlmair, Sven Mayer

Embodied Navigation in Immersive Abstract Data Visualization: Is Overview+Detail or Zooming Better for 3D Scatterplots?
Authors: Yalong Yang, Maxime Cordeil, Johanna Beyer, Tim Dwyer, Kim Marriott, Hanspeter Pfister

Visual Analytics of Multivariate Event Sequence Data in Racquet Sports
Authors: Jiang Wu, Ziyang Guo, Zuobin Wang, Qingyang Xu, Yingcai Wu

Constructing Spaces and Times for Tactical Analysis in Football
Authors: Gennady Andrienko, Natalia Andrienko, Gabriel Anzer, Pascal Bauer, Guido Budziak, Georg Fuchs, Dirk Hecker, Hendrik Weber, Stefan Wrobel

PassVizor: Toward Better Understanding of the Dynamics of Soccer Passes
Authors: Xiao Xie, Jiachen Wang, Hongye Liang, Dazhen Deng, Shoubin Cheng, Hui Zhang, Wei Chen, Yingcai Wu

Once Upon A Time In Visualization: Understanding the Use of Textual Narratives for Causality
Authors: Arjun Choudhry, Mandar Sharma, Pramod Chundury, Thomas Kapler, Derek Gray, Naren Ramakrishnan, Niklas Elmqvist

Visual Causality Analysis of Event Sequence Data
Authors: Zhuochen Jin, Shunan Guo, Nan Chen, Daniel Weiskopf, David Gotz, Nan Cao

Sequence Braiding: Visual Overviews of Temporal Event Sequences and Attributes
Authors: Sara Di Bartolomeo, Yixuan Zhang, Fangfang Sheng, Cody Dunne

Towards Better Bus Networks: A Visual Analytics Approach
Authors: Di Weng, Chengbo Zheng, Zikun Deng, Mingze Ma, Jie Bao, Yu Zheng, Mingliang Xu, Yingcai Wu

Topology Density Map for Urban Data Visualization and Analysis
Authors: Zezheng Feng, Haotian Li, Wei Zeng, Shuang-Hua Yang, Huamin Qu

UrbanMotion: Visual Analysis of Metropolitan-Scale Sparse Trajectories
Authors: Lei Shi, Congcong Huang, Meijun Liu, Jia Yan, Tao Jiang, Zhihao Tan, Yifan Hu, Wei Chen, Xiatian Zhang

Revisiting the Modifiable Areal Unit Problem in Deep Traffic Prediction with Visual Analytics
Authors: Wei Zeng, Chengqiao Lin, Juncong Lin, Jincheng Jiang, Jiazhi Xia, Cagatay Turkay, Wei Chen

Visual Cause Analytics for Traffic Congestion
Authors: Mingyu Pi, Hanbyul Yeon, Hyesook Son, Yun Jang

CrimAnalyzer: Understanding Crime Patterns in São Paulo
Authors: Germain Garcia, Jaqueline Silveira, Jorge Poco, Afonso Paiva, Marcelo Batista Nery, Claudio T. Silva, Sergio Adorno, Luis Gustavo Nonato

Chemicals in the Creek: designing a situated data physicalization of open government data with the community
Authors: Laura Perovich, Sara Wylie, Roseann Bongiovanni

Designing Narrative-Focused Role-Playing Games for Visualization Literacy in Young Children
Authors: Elaine Huynh, Angela Nyhout, Patricia Ganea, Fanny Chevalier

Sea of Genes: A Reflection on Visualising Metagenomic Data for Museums
Authors: Keshav Dasu, Kwan-Liu Ma, Joyce Ma, Jennifer Frazier

Communicative Visualizations as a Learning Problem
Authors: Eytan Adar, Elsie Lee

Table Scraps: An Actionable Framework for Multi-Table Data Wrangling From An Artifact Study of Computational Journalism
Authors: Stephen Kasica, Charles Berret, Tamara Munzner

Data Comics for Reporting Controlled User Studies in Human-Computer Interaction
Authors: Zezhong Wang, Jacob Ritchie, Jingtao Zhou, Fanny Chevalier, Benjamin Bach

Cartographic Relief Shading with Neural Networks
Authors: Bernhard Jenny, Magnus Heitzler, Dilpreet Singh, Marianna Farmakis-Serebryakova, Jeffery Chieh Liu, Lorenz Hurni

A Simple Pipeline for Coherent Grid Maps
(Honorable Mention)
Authors: Wouter Meulemans, Max Sondag, Bettina Speckmann

Zoomless Maps: External Labeling Methods for the Interactive Exploration of Dense Point Sets at a Fixed Map Scale
Authors: Sven Gedicke, Annika Bonerath, Benjamin Niedermann, Jan-Henrik Haunert

Tilt Map: Interactive Transitions Between Choropleth Map, Prism Map and Bar Chart in Immersive Environments
Authors: Yalong Yang, Tim Dwyer, Kim Marriott, Bernhard Jenny, Sarah Goodwin

Phoenixmap: An Abstract Approach to Visualize 2D Spatial Distributions
Authors: Junhan Zhao, Xiang Liu, Chen Guo, Zhenyu Cheryl Qian, Yingjie Victor Chen

MetroSets: Visualizing Sets as Metro Maps
Authors: Ben Jacobsen, Markus Wallinger, Stephen Kobourov, Martin Nöllenburg

Interweaving Multimodal Interaction with Flexible Unit Visualizations for Data Exploration
Authors: Arjun Srinivasan, Bongshin Lee, John Stasko

Competing Models: Inferring Exploration Patterns and Information Relevance via Bayesian Model Selection
Authors: Shayan Monadjemi, Roman Garnett, Alvitta Ottley

II-20: Intelligent and pragmatic analytic categorization of image collections
Authors: Jan Zahálka, Marcel Worring, Jarke van Wijk

Interactive Steering of Hierarchical Clustering
Authors: Weikai Yang, Xiting Wang, Jie Lv, Dou Wenwen, Shixia Liu

The Making of Continuous Colormaps
Authors: Pascal Nardini , Min Chen , Francesca Samsel, Roxana Bujack, Michael Böttinger, Gerik Scheuermann

Argus: Interactive a priori Power Analysis
Authors: Xiaoyi Wang, Alexander Eiselmayer, Wendy Mackay, Kasper Hornbæk, Chat Wacharamanotham

Evaluating the Readability of Force Directed Graph Layouts: A Deep Learning Approach
Authors: Hammad Haleem, Yong Wang, Abishek Puri, Sahil Wadhwa, Huamin Qu

Flow Field Reduction Via Reconstructing Vector Data From 3-D Streamlines Using Deep Learning
Authors: Jun Han, Jun Tao, Hao Zheng, Hanqi Guo, Danny Z. Chen, Chaoli Wang

Analytic Provenance in Practice: The Role of Provenance in Real-World Visualization and Data Analysis Environments
Authors: Karthic Madanagopal, Eric D. Ragan, Perakath Benjamin

A Provenance Task Abstraction Framework
Authors: Christian Bors, John Wenskovitch, Michelle Dowling, Simon Attfield, Leilani Battle, Alex Endert, Olga Kulyk, Robert S. Laramee

Capturing and Visualizing Provenance From Data Wrangling
Authors: Christian Bors, Theresia Gschwandtner, Silvia Miksch

Towards Placental Surface Vasculature Exploration in Virtual Reality
Authors: Johannes Novotny, Wesley R. Miller, François I. Luks, Derek Merck, Scott Collins, David H. Laidlaw

TopoMap: A 0-dimensional Homology Preserving Projection of High-Dimensional Data
Authors: Harish Doraiswamy, Julien Tierny, Paulo J. S. Silva, Luis Gustavo Nonato, Claudio Silva

Localized Topological Simplification of Scalar Data
Authors: Jonas Lukasczyk, Christoph Garth, Ross Maciejewski, Julien Tierny

Mode Surfaces of Symmetric Tensor Fields: Topological Analysis and Seamless Extraction
Authors: Botong Qu, Lawrence Roy, Yue Zhang, Eugene Zhang

A Suggestive Interface for Untangling Mathematical Knots
Authors: Huan Liu, Hui Zhang

Geometry-Driven Detection, Tracking and Visual Analysis of Viscous and Gravitational Fingers
Authors: Jiayi Xu, Soumya Dutta, Wenbin He, Joachim Moortgat, Han-Wei Shen

Efficient and Flexible Hierarchical Data Layouts for a Unified Encoding of Scalar Field Precision and Resolution
Authors: Duong Hoang, Brian Summa, Pavol Klacansky, Will Usher, Harsh Bhatia, Peter Lindstrom, Peer-Timo Bremer, Valerio Pascucci

Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs
Authors: Tom Horak, Philip Berger, Heidrun Schumann, Raimund Dachselt, Christian Tominski

Exemplar-based Layout Fine-tuning for Node-link Diagrams
Authors: Jiacheng Pan, Wei Chen, Xiaodong Zhao, Shuyue Zhou, Wei Zeng, Minfeng Zhu, Jian Chen, Siwei Fu, Yingcai Wu

DRGraph: An Efficient Graph Layout Algorithm for Large-scale Graphs by Dimensionality Reduction
Authors: Minfeng Zhu, Wei Chen, Yuanzhe Hu, Yuxuan Hou, Liangjun Liu, Kaiyuan Zhang

Scalability of Network Visualisation from a Cognitive Load Perspective
Authors: Vahan Yoghourdjian, Yalong Yang, Tim Dwyer, Lee Lawrence, Michael Wybrow, Kim Marriott

A Visual Analytics Framework for Contrastive Network Analysis
Authors: Takanori Fujiwara, Jian Zhao, Francine Chen, Kwan-Liu Ma

SafetyLens: Visual Data Analysis of Functional Safety of Vehicles
Authors: Arpit Narechania, Ahsan Qamar, Alex Endert

Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics
Authors: Chunyao Qian, Shizhao Sun, Weiwei Cui, Jian-Guang Lou, Haidong Zhang, Dongmei Zhang

Calliope: A System for Automatic Visual Data Story Generation from a Spreadsheet
Authors: Danqing Shi, Xinyue Xu, Fuling Sun, Yang Shi, Nan Cao

MobileVisFixer: Tailoring Web Visualizations for Mobile Phones Leveraging an Explainable Reinforcement Learning Framework
Authors: Aoyu Wu, Wai Tong, Tim Dwyer, Bongshin Lee, Petra Isenberg, Huamin Qu

Palettailor: Discriminable Colorization for Categorical Data
Authors: Kecheng Lu, Mi Feng, Xin Chen, Michael Sedlmair, Oliver Deussen, Dani Lischinski, Zhanglin Cheng, Yunhai Wang

Gemini: A Grammar and Recommender System for Animated Transitions in Statistical Graphics
Authors: Younghoon Kim, Jeffrey Heer

VizCommender: Computing Text-Based Similarity in Visualization Repositories for Content-Based Recommendations
Authors: Michael Oppermann, Robert Kincaid, Tamara Munzner

Deep Volumetric Ambient Occlusion
Authors: Dominik Engel, Timo Ropinski

A Fluid Flow Data Set for Machine Learning and its Application to Neural Flow Map Interpolation
Authors: Jakob Jakob, Markus Gross, Tobias Günther

V2V: A Deep Learning Approach to Variable-to-Variable Selection and Translation for Multivariate Time-Varying Data
Authors: Jun Han, Hao Zheng, Yunhao Xing, Danny Chen, Chaoli Wang

VC-Net: Deep Volume-Composition Networks for Segmentation and Visualization of Highly Sparse and Noisy Image Data
Authors: Yifan Wang, Guoli Yan, Haikuan Zhu, Sagar Buch, Ying Wang, Ewart Haacke, Jing Hua, Zichun Zhong

Interactive Visual Study of Multiple Attributes Learning Model of X-Ray Scattering Images
Authors: Xinyi Huang, Suphanut Jamonnak, Ye Zhao, Boyu Wang, Minh Hoai, Kevin Yager, Wei Xu

Volumetric Isosurface Rendering with Deep Learning-Based Super-Resolution
Authors: Sebastian Weiss, Mengyu Chu, Nils Thuerey, Rüdiger Westermann

CAVA: A Visual Analytics System for Exploratory Columnar Data Augmentation Using Knowledge Graphs
Authors: Dylan Cashman, Shenyu Xu, Subhajit Das, Florian Heimerl, Cong Liu, Shah Rukh Humayoun, Michael Gleicher, Alex Endert, Remco Chang

An Examination of Grouping and Spatial Organization Tasks for High-Dimensional Data Exploration
Authors: John Wenskovitch, Chris North

Boba: Authoring and Visualizing Multiverse Analyses
Authors: Yang Liu, Alex Kale, Tim Althoff, Jeffrey Heer

Supporting the Problem-Solving Loop: Designing Highly Interactive Optimisation Systems
Authors: Jie Liu, Tim Dwyer, Guido Tack, Samuel Gratzl, Kim Marriott

Integrating Prior Knowledge in Mixed Initiative Social Network Clustering
Authors: Alexis Pister, Paolo Buono, Jean-Daniel Fekete, Catherine Plaisant, Paola Valdivia

Investigating Visual Analysis of Differentially Private Data
Authors: Dan Zhang, Ali Sarvghad, Gerome Miklau

A Bayesian cognition approach for belief updating of correlation judgment through uncertainty visualizations
Authors: Alireza Karduni, Doug Markant, Ryan Wesslen, Wenwen Dou

Bayesian-Assisted Inference from Visualized Data
Authors: Yea-Seul Kim, Paula Kayongo, Madeleine Grunde-McLaughlin, Jessica Hullman

Towards Modeling Visualization Processes as Dynamic Bayesian Networks
Authors: Christian Heine

Characterizing the Quality of Insight by Interactions: A Case Study
Authors: Chen He, Luana Micallef, Liye He, Gopal Peddinti, Tero Aittokallio, Giulio Jacucci

Insight Beyond Numbers: The Impact of Qualitative Factors on Visual Data Analysis
Authors: Benjamin Karer, Hans Hagen, Dirk Lehmann

EmotionCues: Emotion-Oriented Visual Summarization of Classroom Videos
Authors: Haipeng Zeng, Xinhuan Shu, Yanbang Wang, Yong Wang, Liguo Zhang, Ting-Chuen Pong, Huamin Qu

Preserving Minority Structures in Graph Sampling
(Honorable Mention)
Authors: Ying Zhao, Haojin Jiang, Qi'an Chen, Yaqi Qin, Huixuan Xie, Yitao Wu, Shixia Liu, Zhiguang Zhou, Jiazhi Xia, Fangfang Zhou

Context-aware Sampling of Large Networks via Graph Representation Learning
Authors: Zhiguang Zhou, Chen Shi, Xilong Shen, Lihong Cai, Haoxuan Wang, Yuhua Liu, Ying Zhao, Wei Chen

Evaluation of Sampling Methods for Scatterplots
Authors: Jun Yuan, Shouxing Xiang, Jiazhi Xia, Lingyun Yu, Shixia Liu

Visual Abstraction of Geographical Point Data with Spatial Autocorrelations
Authors: Zhiguang Zhou, Xinlong Zhang, Zhendong Yang, Yuhua Liu, Yuanyuan Chen, Ying Zhao, Wei Chen

STULL: Unbiased Online Sampling for Visual Exploration of Large Spatiotemporal Data
Authors: Guizhen Wang, Jingjing Guo, Mingjie Tang, José Florencio de Queiroz, Calvin Yau, Anas Daghistani, Morteza Karimzadeh, Walid Aref, David Ebert

Humane Visual AI: Telling the stories behind a medical condition
Authors: Wonyoung So, Edyta Paulina Bogucka, Sanja Scepanovic, Sagar Joglekar, Ke Zhou, Daniele Quercia

QualDash: Adaptable Generation of Visualisation Dashboards for Healthcare Quality Improvement
Authors: Mai Elshehaly, Rebecca Randell, Matthew Brehmer, Lynn McVey, Natasha Alvarado, Chris P. Gale, Roy Ruddle

Visualization of Human Spine Biomechanics for Spinal Surgery
Authors: Pepe Eulzer, Sabine Bauer, Francis Kilian, Kai Lawonn

In Search of Patient Zero: Visual Analytics of Pathogen Transmission Pathways in Hospitals
(Honorable Mention)
Authors: Tom Baumgartl, Markus Petzold, Marcel Wunderlich, Markus Höhn, Daniel Archambault, Michael Lieser, Alexander Dalpke, Simone Scheithauer, Michael Marschollek, Vanessa Eichel, Nico T. Mutters, Tatiana von Landesberger

DPVis: Visual Analytics with Hidden Markov Models for Disease Progression Pathways
Authors: Bum Chul Kwon, Vibha Anand, Kristen A Severson, Soumya Ghosh, Zhaonan Sun, Brigitte I Frohnert, Markus Lundgren, Kenney Ng

Modeling in the Time of COVID-19: Statistical and Rule-based Mesoscale Models
Authors: Ngan Nguyen, Ondřej Strnad, Tobias Klein, Deng Luo, Ruwayda Alharbi, Peter Wonka, Martina Maritan, Peter Mindek, Ludovic Autin, David Goodsell, Ivan Viola

TaxThemis: Interactive Mining and Exploration of Suspicious Tax Evasion Group
Authors: Yating Lin, Kamkwai Wong, Yong Wang, Rong Zhang, Bo Dong, Huamin Qu, Qinghua Zheng,

iConViz: Interactive Visual Exploration of the Default Contagion Risk of Networked-Guarantee Loans
Authors: Zhibin Niu, Runlin Li, Junqi Wu, Dawei Cheng, Jiawan Zhang

Visualization of Blockchain Data: A Systematic Review
Authors: Natkamon Tovanich, Nicolas Heulot, Jean-Daniel Fekete, Petra Isenberg

SilkViser: A Visual Explorer of Blockchain-based Cryptocurrency Transaction Data
Authors: Zengsheng Zhong, Shuirun Wei, Yeting Xu, Ying Zhao, Fangfang Zhou, Feng Luo, Ronghua Shi

AgentVis: Visual Analysis of Agent Behavior with Hierarchical Glyphs
Authors: Dylan Rees, Robert S Laramee, Paul Brookes, Tony D'Cruze, Gary A Smith, Aslam Miah

SMAP: A Joint Dimensionality Reduction Scheme for Secure Multi-Party Visualization
Authors: Jiazhi Xia, Tianxiang Chen, Lei Zhang, Wei Chen, Yang Chen, Xiaolong Zhang, Cong Xie, Tobias Schreck

Implicit Multidimensional Projection of Local Subspaces
Authors: Rongzheng Bian, Yumeng Xue, Liang Zhou, Jian Zhang, Baoquan Chen, Daniel Weiskopf, Yunhai Wang

Multi-Perspective, Simultaneous Embedding
Authors: Md Iqbal Hossain, Vahan Huroyan, Stephen Kobourov, Raymundo Navarrete

Visual Analysis of Large Multivariate Scattered Data using Clustering and Probabilistic Summaries
Authors: Tobias Rapp, Christoph Peters, Carsten Dachsbacher

t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections
Authors: Angelos Chatzimparmpas, Rafael M. Martins, Andreas Kerren

Data-Driven Space-Filling Curves
Authors: Liang Zhou, Chris R. Johnson, Daniel Weiskopf

Why Visualize? Untangling a Large Network of Arguments
Authors: Dirk Streeb, Mennatallah El-Assady, Daniel A. Keim, Min Chen

Introducing Layers of Meaning (LoM): A Framework to Reduce Semantic Distance of Visualization In Humanistic Research
Authors: Houda Lamqaddam, Andrew Vande Moere, Vero Vanden Abeele, Koenraad Brosens, Katrien Verbert

Data Visceralization: Enabling Deeper Understanding of Data Using Virtual Reality
Authors: Benjamin Lee, David Brown, Bongshin Lee, Christophe Hurter, Steven Drucker, Tim Dwyer

Insights From Experiments with Rigor in an EvoBio Design Study
Authors: Jen Rogers, Austin Patton, Luke Harmon, Alexander Lex, Miriah Meyer

A Design Space of Vision Science Methods for Visualization Research
Authors: Madison Elliott, Christine Nothelfer, Cindy Xiong, Danielle Szafir

A Structured Review of Data Management Technology for Interactive Visualization and Analysis
Authors: Leilani Battle, Carlos Scheidegger

Advanced Rendering of Line Data with Ambient Occlusion and Transparency
Authors: David Groß, Stefan Gumhold

A Comparison of Rendering Techniques for 3D Line Sets with Transparency
Authors: Michael Kern, Christoph Neuhauser, Torben Maack, Mengjiao Han, Will Usher, Rüdiger Westermann

A Discrete Probabilistic Approach to Dense Flow Visualization
Authors: Daniel Preuß, Tino Weinkauf, Jens Krüger

Ray Tracing Structured AMR Data Using ExaBricks
Authors: Ingo Wald, Stefan Zellmann, Will Usher, Nate Morrical, Ulrich Lang, Valerio Pascucci

Homomorphic-Encrypted Volume Rendering
Authors: Sebastian Mazza, Daniel Patel, Ivan Viola

The Mixture Graph - A Data Structure for Compressing, Rendering, and Querying Segmentation Histograms
Authors: Khaled Al-Thelaya, Marco Agus, Jens Schneider

Short papers

The Anatomical Edutainer
(Best Paper Award)
Authors: Marwin Schindler, Hsiang-Yun Wu, Renata Georgia Raidou

Topological Analysis of Magnetic Reconnection in Kinetic Plasma Simulations
Authors: Divya Banesh, Li-Ta Lo, Patrick Kilian, Fan Guo, Bernd Hamann

A Virtual Frame Buffer Abstraction for Parallel Rendering of Large Tiled Display Walls
Authors: Ingo Wald, Mengjiao Han, Will Usher, Nate Morrical, Aaron Knoll, Valerio Pascucci, Chris R. Johnson

Uncertain Transport in Unsteady Flows
Authors: Tobias Rapp, Carsten Dachsbacher

High-quality real-time raycasting and raytracing of streamtubes with sparse voxel octrees
Authors: Tim McGraw

GPU-based Raycasting of Hermite Spline Tubes
Authors: Benjamin Russig, Mirco Salm, Stefan Gumhold

Implicit Ray Casting of the Parallel Vectors Operator
Authors: Ramon Witschi, Tobias Günther

GPU Parallel Computation of Morse-Smale Complexes
Authors: Varshini Subhash, Karran Pandey, Vijay Natarajan

Relationship-aware Multivariate Sampling Strategy for Scientific Simulation Data
Authors: Subhashis Hazarika, Ayan Biswas, Philip Wolfram, Earl Lawrence, Nathan Urban

PRAGMA: Interactively Constructing Functional Brain Parcellations
(Honorable Mention)
Authors: Roza Gunes Bayrak, Nhung Hoang, Colin Blake Hansen, Catie Chang, Matthew Berger

A Review of Geospatial Content in IEEE Visualization Publications
Authors: Alexander Yoshizumi, Megan M. Coffer, Elyssa L. Collins, Mollie D. Gaines, Xiaojie Gao, Kate Jones, Ian R. McGregor, Katie A. McQuillan, Vinicius Perin, Thom Worm, Laura M. Tomkins, Laura Tateosian

COVIs: Supporting Temporal Visual Analysis of Covid-19 Events Usable in Data-Driven Journalism
Authors: Roger A. Leite, Victor Schetinger, Davide Ceneda, Bernardo Henz, Silvia Miksch

TradAO: A Visual Analytics System for Trading Algorithm Optimization
Authors: Ka Wing Tsang, Haotian Li, Fuk Ming Lam, Yifan Mu, Yong Wang, Huamin Qu

A Study of Opacity Ranges for Transparent Overlays in 3D Landscapes
Authors: Jan Niklas Hombeck, LI JI, Kai Lawonn, Charles Perin

Co-visualization of air temperature and urban data for visual exploration
Authors: Jacques Gautier, Mathieu Brédif, Sidonie Christophe

A Visual Analytics Approach to Scheduling Customized Shuttle Buses via Perceiving Passengers' Travel Demands'
Authors: Qiangqiang Liu, Quan Li, Chunfeng Tang, Huanbin Lin, Xiaojuan Ma, Tianjian Chen

Designing for Ambiguity: Visual Analytics in Avalanche Forecasting
Authors: Stan Nowak, Lyn Bartram, Pascal Haegeli

A Visual Analytics Based Decision Making Environment for COVID-19 Modeling and Visualization
Authors: Shehzad Afzal, Sohaib Ghani, Hank C. Jenkins-Smith, David Ebert, Markus Hadwiger, Ibrahim Hoteit

Mapping the Global South: Equal-Area Projections for Choropleth Maps
Authors: Gabriela Molina León, Michael Lischka, Andreas Breiter

Accelerating Force-Directed Graph Drawing with RT Cores
Authors: Stefan Zellmann, Martin Weier, Ingo Wald

Fast and Flexible Overlap Detection for Chart Labeling with Occupancy Bitmaps
Authors: Chanwut Kittivorawong, Dominik Moritz, Kanit Wongsuphasawat, Jeffrey Heer

FAVR - Accelerating Direct Volume Rendering for Virtual Reality Systems
Authors: Andre Waschk, Jens Krueger

DRUIDJS - A JavaScript Library for Dimensionality Reduction
Authors: Rene Cutura, Christoph Kralj, Michael Sedlmair

Trrack: A Library for Provenance Tracking in Web-Based Visualizations
Authors: Zach Cutler, Kiran Gadhave, Alexander Lex

Just TYPEical: Visualizing Common Function Type Signatures in R
Authors: Cameron Moy, Julia Belyakova, Alexi Turcotte, Sara Di Bartolomeo, Cody Dunne

Loch Prospector: Metadata Visualization for Lakes of Open Data
Authors: Neha Makhija, Mansi Jain, Nikolaos Tziavelis, Laura Di Rocco, Sara Di Bartolomeo, Cody Dunne

Encodable: Configurable Grammar for Visualization Components
(Honorable Mention)
Authors: Krist Wongsuphasawat

Facilitating Exploration with Interaction Snapshots under High Latency
Authors: Yifan Wu, Remco Chang, Joseph Hellerstein, Eugene Wu

Improving Engagement of Animated Visualization withVisual Foreshadowing
Authors: Wenchao Li, Yun Wang, Haidong Zhang, Huamin Qu

Representing Real-Time Multi-User Collaboration in Visualizations
Authors: Rupayan Neogy, Jonathan Zong, Arvind Satyanarayan

Narrative Transitions in Data Videos
Authors: Junxiu Tang, Lingyun Yu, Tan Tang, Xinhuan Shu, Lu Ying, Yuhua Zhou, Peiran Ren, Yingcai Wu

Visualizing information on watch faces: A survey with smartwatch users
Authors: Alaul Islam, Anastasia Bezerianos, Bongshin Lee, Tanja Blascheck, Petra Isenberg

Evaluating Animated Transitions between Contiguous Visualizations for Streaming Big Data
Authors: Tiago Pereira, João Moreira, Daniel Mendes, Daniel Gonçalves

Gaze-Driven Links for Magazine Style Narrative Visualizations
Authors: Sebastien Lalle, Tiffany Wu, Cristina Conati

Characterizing Automated Data Insights
Authors: Po-Ming Law, Alex Endert, John Stasko

Design Judgment in Data Visualization Practice
Authors: Paul Parsons, Colin M. Gray, Ali Baigelenov, Ian Carr

What are Data Insights to Professional Visualization Users?
Authors: Po-Ming Law, Alex Endert, John Stasko

A Didactic Methodology for Crafting Information Visualizations
Authors: Mandy Keck, Rainer Groh, Zana Vosough

CrowdTrace: Visualizing Provenance in Distributed Sensemaking
Authors: Tianyi Li, Yasmine Belghith, Chris North, Kurt Luther

Let's Gamble: How a Poor Visualization Can Elicit Risky Behavior
Authors: Melanie Bancilhon, Zhengliang Liu, Alvitta Ottley

Exploring How Personality Models Information Visualization Preferences
Authors: Tomás Alves, Bárbara Ramalho, Joana Henriques-Calado, Daniel Gonçalves, Sandra Gama

Why Shouldn't All Charts Be Scatter Plots? Beyond Precision-Driven Visualizations
Authors: Enrico Bertini, Michael Correll, Steven Franconeri

Data Visualization Practitioners' Perspectives on Chartjunk
Authors: Paul Parsons, Prakash Chandra Shukla

Sentifiers: Interpreting Vague Intent Modifiers in Visual Analysis using Word Co-occurrence and Sentiment Analysis
Authors: Vidya Setlur, Arathi S. Kumar

Data Visualization for Transgender Voice Training
Authors: Alex A. Ahmed, Michelle A. Borkin

GlassViz: Visualizing Automatically-Extracted Entry Points for Exploring Scientific Corpora in Problem-Driven Visualization Research
Authors: Alejandro Benito-Santos, Roberto Therón

Knowing what to look for: A Fact-Evidence Reasoning Framework for Decoding Communicative Visualization
Authors: Sahaj Vaidya, Aritra Dasgupta

MeetCues: Supporting Online Meetings Experience
Authors: Bon Adriel Aseniero, Marios Constantinides, Sagar Joglekar, Ke Zhou, Daniele Quercia

DebateVis: Visualizing Political Debates for Non-Expert Users
Authors: Laura South, Michail Schwab, Nick Beauchamp, Lu Wang, John Wihbey, Michelle A. Borkin

ClaimViz: Visual Analytics for Identifying and Verifying Factual Claims
Authors: Md Main Uddin Rony, Enamul Hoque, Naeemul Hassan

Visually Analyzing and Steering Zero Shot Learning
Authors: Saroj Sahoo, Matthew Berger

DRIL: Descriptive Rules by Interactive Learning
Authors: Fang Cao, Eli T Brown

Vortex Boundary Identification using Convolutional Neural Network
Authors: Marzieh Berenjkoub, Guoning Chen, Tobias Günther

How Does Visualization Help People Learn Deep Learning? Evaluating GAN Lab with Observational Study and Log Analysis
Authors: Minsuk Kahng, Duen Horng Chau

Bluff: Interactively Deciphering Adversarial Attacks on Deep Neural Networks
Authors: Nilaksh Das, Haekyu Park, Zijie J. Wang, Fred Hohman, Robert Firstman, Emily Rogers, Duen Horng Chau

Visually Analyzing Contextualized Embeddings
Authors: Matthew Berger

Explainable Spatial Clustering: Leveraging Spatial Data in Radiation Oncology
Authors: Andrew Wentzel, Guadalupe Canahuate, Lisanne van Dijk, Abdallah Mohamed, Clifton David Fuller, G. Elisabeta Marai

ProtoViewer: Visual Interpretation and Diagnostics of DNNs via Prototype Factorization
Authors: Junhan Zhao, Zeng Dai, Panpan Xu, Liu Ren

InstanceFlow: Visualizing the Evolution of Classifier Confusion on the Instance Level
Authors: Michael Pühringer, Andreas Hinterreiter, Marc Streit