Jessica Hullman

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 93

Top Venues

CoRR

CHI

IEEE Trans. Vis. Comput. Graph.

CHI Extended Abstracts

Publications

Yifan Wu, Ziyang Guo, Michalis Mamakos, Jason D. Hartline, Jessica Hullman
The Rational Agent Benchmark for Data Visualization. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Priyanka Nanayakkara, Hyeok Kim, Yifan Wu, Ali Sarvghad, Narges Mahyar, Gerome Miklau, Jessica Hullman
Measure-Observe-Remeasure: An Interactive Paradigm for Differentially-Private Exploratory Analysis. CoRR (2024)
Dongping Zhang, Jason D. Hartline, Jessica Hullman
Designing Shared Information Displays for Agents of Varying Strategic Sophistication. Proc. ACM Hum. Comput. Interact. 8 (CSCW1) (2024)
Fumeng Yang, Mandi Cai, Chloe Mortenson, Hoda Fakhari, Ayse D. Lokmanoglu, Jessica Hullman, Steven Franconeri, Nicholas Diakopoulos, Erik C. Nisbet, Matthew Kay
Swaying the Public? Impacts of Election Forecast Visualizations on Emotion, Trust, and Intention in the 2022 U.S. Midterms. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Alex Kale, Ziyang Guo, Xiaoli Qiao, Jeffrey Heer, Jessica Hullman
EVM: Incorporating Model Checking into Exploratory Visual Analysis. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Hariharan Subramonyam, Jessica Hullman
Are We Closing the Loop Yet? Gaps in the Generalizability of VIS4ML Research. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Abhraneel Sarma, Kyle Hwang, Jessica Hullman, Matthew Kay
Milliways: Taming Multiverses through Principled Evaluation of Data Analysis Paths. CHI (2024)
Negar Kamali, Karyn Nakamura, Angelos Chatzimparmpas, Jessica Hullman, Matthew Groh
How to Distinguish AI-Generated Images from Authentic Photographs. CoRR (2024)
Ziyang Guo, Yifan Wu, Jason D. Hartline, Jessica Hullman
A Statistical Framework for Measuring AI Reliance. CoRR (2024)
Hyeok Kim, Yea-Seul Kim, Jessica Hullman
Erie: A Declarative Grammar for Data Sonification. CoRR (2024)
Hyeok Kim, Yea-Seul Kim, Jessica Hullman
Erie: A Declarative Grammar for Data Sonification. CHI (2024)
Dongping Zhang, Angelos Chatzimparmpas, Negar Kamali, Jessica Hullman
Evaluating the Utility of Conformal Prediction Sets for AI-Advised Image Labeling. CHI (2024)
Hyeok Kim, Ryan A. Rossi, Jessica Hullman, Jane Hoffswell
Dupo: A Mixed-Initiative Authoring Tool for Responsive Visualization. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Ziyang Guo, Yifan Wu, Jason D. Hartline, Jessica Hullman
A Decision Theoretic Framework for Measuring AI Reliance. FAccT (2024)
Dongping Zhang, Angelos Chatzimparmpas, Negar Kamali, Jessica Hullman
Evaluating the Utility of Conformal Prediction Sets for AI-Advised Image Labeling. CoRR (2024)
Zahra Ashktorab, Gagan Bansal, Zana Buçinca, Kenneth Holstein, Jessica Hullman, Alison Marie Smith-Renner, Tongshuang Wu, Wenjuan Zhang
Trust and Reliance in Evolving Human-AI Workflows (TREW). CHI Extended Abstracts (2024)
Jessica Hullman, Alex Kale, Jason D. Hartline
Decision Theoretic Foundations for Experiments Evaluating Human Decisions. CoRR (2024)
Hyeok Kim, Ryan A. Rossi, Jessica Hullman, Jane Hoffswell
Dupo: A Mixed-Initiative Authoring Tool for Responsive Visualization. CoRR (2023)
Alex Kale, Sarah Lee, Terrance Goan, Elizabeth Tipton, Jessica Hullman
MetaExplorer : Facilitating Reasoning with Epistemic Uncertainty in Meta-analysis. CHI (2023)
Gagan Bansal, Zana Buçinca, Kenneth Holstein, Jessica Hullman, Alison Marie Smith-Renner, Simone Stumpf, Sherry Wu
Workshop on Trust and Reliance in AI-Human Teams (TRAIT). CHI Extended Abstracts (2023)
Sayash Kapoor, Emily Cantrell, Kenny Peng, Thanh Hien Pham, Christopher A. Bail, Odd Erik Gundersen, Jake M. Hofman, Jessica Hullman, Michael A. Lones, Momin M. Malik, Priyanka Nanayakkara, Russell A. Poldrack, Inioluwa Deborah Raji, Michael Roberts, Matthew J. Salganik, Marta Serra-Garcia, Brandon M. Stewart, Gilles Vandewiele, Arvind Narayanan
REFORMS: Reporting Standards for Machine Learning Based Science. CoRR (2023)
Dongping Zhang, Jason D. Hartline, Jessica Hullman
Designing Shared Information Displays for Agents of Varying Strategic Sophistication. CoRR (2023)
Jake M. Hofman, Angelos Chatzimparmpas, Amit Sharma, Duncan J. Watts, Jessica Hullman
Pre-registration for Predictive Modeling. CoRR (2023)
Hariharan Subramonyam, Jessica Hullman
Are We Closing the Loop Yet? Gaps in the Generalizability of VIS4ML Research. CoRR (2023)
Jessica Hullman, Ari Holtzman, Andrew Gelman
Artificial Intelligence and Aesthetic Judgment. CoRR (2023)
Yifan Wu, Ziyang Guo, Michails Mamakos, Jason D. Hartline, Jessica Hullman
The Rational Agent Benchmark for Data Visualization. CoRR (2023)
Abhraneel Sarma, Alex Kale, Michael Jongho Moon, Nathan Taback, Fanny Chevalier, Jessica Hullman, Matthew Kay
multiverse: Multiplexing Alternative Data Analyses in R Notebooks. CHI (2023)
Alex Kale, Sarah Lee, Terrance Goan, Elizabeth Tipton, Jessica Hullman
MetaExplorer: Facilitating Reasoning with Epistemic Uncertainty in Meta-analysis. CoRR (2023)
Priyanka Nanayakkara, Jessica Hullman
What's Driving Conflicts Around Differential Privacy for the U.S. Census. IEEE Secur. Priv. 21 (5) (2023)
Alex Kale, Ziyang Guo, Xiaoli Qiao, Jeffrey Heer, Jessica Hullman
EVM: Incorporating Model Checking into Exploratory Visual Analysis. CoRR (2023)
Paula Kayongo, Glenn Sun, Jason D. Hartline, Jessica Hullman
Visualization Equilibrium. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Priyanka Nanayakkara, Johes Bater, Xi He, Jessica Hullman, Jennie Rogers
Visualizing Privacy-Utility Trade-Offs in Differentially Private Data Releases. CoRR (2022)
Alex Kale, Yifan Wu, Jessica Hullman
Causal Support: Modeling Causal Inferences with Visualizations. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Gagan Bansal, Alison Marie Smith-Renner, Zana Buçinca, Tongshuang Wu, Kenneth Holstein, Jessica Hullman, Simone Stumpf
Workshop on Trust and Reliance in AI-Human Teams (TRAIT). CHI Extended Abstracts (2022)
Jessica Hullman, Sayash Kapoor, Priyanka Nanayakkara, Andrew Gelman, Arvind Narayanan
The Worst of Both Worlds: A Comparative Analysis of Errors in Learning from Data in Psychology and Machine Learning. AIES (2022)
Hyeok Kim, Ryan A. Rossi, Fan Du, Eunyee Koh, Shunan Guo, Jessica Hullman, Jane Hoffswell
Cicero: A Declarative Grammar for Responsive Visualization. CoRR (2022)
Jessica Hullman, Sayash Kapoor, Priyanka Nanayakkara, Andrew Gelman, Arvind Narayanan
The worst of both worlds: A comparative analysis of errors in learning from data in psychology and machine learning. CoRR (2022)
Dongping Zhang, Eytan Adar, Jessica Hullman
Visualizing Uncertainty in Probabilistic Graphs with Network Hypothetical Outcome Plots (NetHOPs). IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Hyeok Kim, Ryan A. Rossi, Abhraneel Sarma, Dominik Moritz, Jessica Hullman
An Automated Approach to Reasoning About Task-Oriented Insights in Responsive Visualization. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Hyeok Kim, Ryan A. Rossi, Fan Du, Eunyee Koh, Shunan Guo, Jessica Hullman, Jane Hoffswell
Cicero: A Declarative Grammar for Responsive Visualization. CHI (2022)
Priyanka Nanayakkara, Johes Bater, Xi He, Jessica Hullman, Jennie Rogers
Visualizing Privacy-Utility Trade-Offs in Differentially Private Data Releases. Proc. Priv. Enhancing Technol. 2022 (2) (2022)
Yea-Seul Kim, Paula Kayongo, Madeleine Grunde-McLaughlin, Jessica Hullman
Bayesian-Assisted Inference from Visualized Data. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Daniel Kerrigan, Jessica Hullman, Enrico Bertini
A Survey of Domain Knowledge Elicitation in Applied Machine Learning. Multimodal Technol. Interact. 5 (12) (2021)
Priyanka Nanayakkara, Jessica Hullman, Nicholas Diakopoulos
Unpacking the Expressed Consequences of AI Research in Broader Impact Statements. AIES (2021)
Priyanka Nanayakkara, Jessica Hullman, Nicholas Diakopoulos
Unpacking the Expressed Consequences of AI Research in Broader Impact Statements. CoRR (2021)
Dongping Zhang, Eytan Adar, Jessica Hullman
Visualizing Uncertainty in Probabilistic Graphs with Network Hypothetical Outcome Plots (NetHOPs). CoRR (2021)
Hyeok Kim, Dominik Moritz, Jessica Hullman
Design Patterns and Trade-Offs in Responsive Visualization for Communication. CoRR (2021)
Alex Kale, Yifan Wu, Jessica Hullman
Causal Support: Modeling Causal Inferences with Visualizations. CoRR (2021)
Hyeok Kim, Dominik Moritz, Jessica Hullman
Design Patterns and Trade-Offs in Responsive Visualization for Communication. Comput. Graph. Forum 40 (3) (2021)
Alex Kale, Matthew Kay, Jessica Hullman
Visual Reasoning Strategies for Effect Size Judgments and Decisions. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Jessica Hullman, Andrew Gelman
To design interfaces for exploratory data analysis, we need theories of graphical inference. CoRR (2021)
Paula Kayongo, Glenn Sun, Jason D. Hartline, Jessica Hullman
Visualization Equilibrium. CoRR (2021)
Hyeok Kim, Ryan A. Rossi, Abhraneel Sarma, Dominik Moritz, Jessica Hullman
An Automated Approach to Reasoning About Task-Oriented Insights in Responsive Visualization. CoRR (2021)
Yea-Seul Kim, Paula Kayongo, Madeleine Grunde-McLaughlin, Jessica Hullman
Bayesian-Assisted Inference from Visualized Data. CoRR (2020)
Sungsoo Ray Hong, Jessica Hullman, Enrico Bertini
Human Factors in Model Interpretability: Industry Practices, Challenges, and Needs. CoRR (2020)
Priyanka Nanayakkara, Nicholas Diakopoulos, Jessica Hullman
Anticipatory Ethics and the Role of Uncertainty. CoRR (2020)
Jessica Hullman
Why Authors Don't Visualize Uncertainty. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Nadia Boukhelifa, Anastasia Bezerianos, Remco Chang, Christopher Collins, Steven Mark Drucker, Alexander Endert, Jessica Hullman, Christopher L. North, Michael Sedlmair, Theresa-Marie Rhyne
Challenges in Evaluating Interactive Visual Machine Learning Systems. IEEE Computer Graphics and Applications 40 (6) (2020)
Francis Nguyen, Xiaoli Qiao, Jeffrey Heer, Jessica Hullman
Exploring the Effects of Aggregation Choices on Untrained Visualization Users' Generalizations From Data. Comput. Graph. Forum 39 (6) (2020)
Alex Kale, Matthew Kay, Jessica Hullman
Visual Reasoning Strategies and Satisficing: How Uncertainty Visualization Design Impacts Effect Size Judgments and Decisions. CoRR (2020)
Jake M. Hofman, Daniel G. Goldstein, Jessica Hullman
How Visualizing Inferential Uncertainty Can Mislead Readers About Treatment Effects in Scientific Results. CHI (2020)
Sungsoo Ray Hong, Jessica Hullman, Enrico Bertini
Human Factors in Model Interpretability: Industry Practices, Challenges, and Needs. Proc. ACM Hum. Comput. Interact. 4 (CSCW) (2020)
Cindy Xiong, Joel Shapiro, Jessica Hullman, Steven Franconeri
Illusion of Causality in Visualized Data. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Jessica Hullman, Xiaoli Qiao, Michael Correll, Alex Kale, Matthew Kay
In Pursuit of Error: A Survey of Uncertainty Visualization Evaluation. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Yea-Seul Kim, Nathalie Henry Riche, Bongshin Lee, Matthew Brehmer, Michel Pahud, Ken Hinckley, Jessica Hullman
Inking Your Insights: Investigating Digital Externalization Behaviors During Data Analysis. ISS (2019)
Jessica Hullman
Why Authors Don't Visualize Uncertainty. CoRR (2019)
Chanda Phelan, Jessica Hullman, Matthew Kay, Paul Resnick
Some Prior(s) Experience Necessary: Templates for Getting Started With Bayesian Analysis. CHI (2019)
Yea-Seul Kim, Logan A. Walls, Peter M. Krafft, Jessica Hullman
A Bayesian Cognition Approach to Improve Data Visualization. CHI (2019)
Cindy Xiong, Joel Shapiro, Jessica Hullman, Steven Franconeri
Illusion of Causality in Visualized Data. CoRR (2019)
Alex Kale, Matthew Kay, Jessica Hullman
Decision-Making Under Uncertainty in Research Synthesis: Designing for the Garden of Forking Paths. CHI (2019)
Yea-Seul Kim, Mira Dontcheva, Eytan Adar, Jessica Hullman
Vocal Shortcuts for Creative Experts. CHI (2019)
Alex Kale, Francis Nguyen, Matthew Kay, Jessica Hullman
Hypothetical Outcome Plots Help Untrained Observers Judge Trends in Ambiguous Data. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Alex Kale, Matthew Kay, Jessica Hullman
Decision-Making Under Uncertainty in Research Synthesis: Designing for the Garden of Forking Paths. CoRR (2019)
Tanja Aitamurto, Mike Ananny, Chris W. Anderson, Larry Birnbaum, Nicholas Diakopoulos, Matilda Hanson, Jessica Hullman, Nick Ritchie
HCI for Accurate, Impartial and Transparent Journalism: Challenges and Solutions. CHI Extended Abstracts (2019)
Yea-Seul Kim, Logan A. Walls, Peter M. Krafft, Jessica Hullman
A Bayesian Cognition Approach to Improve Data Visualization. CoRR (2019)
Jessica Hullman, Yea-Seul Kim, Francis Nguyen, Lauren Speers, Maneesh Agrawala
Improving Comprehension of Measurements Using Concrete Re-expression Strategies. CHI (2018)
Yea-Seul Kim, Katharina Reinecke, Jessica Hullman
Data Through Others' Eyes: The Impact of Visualizing Others' Expectations on Visualization Interpretation. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Caitlyn McColeman, Audrey Michal, Robert L. Goldstone, Karen B. Schloss, Jennifer Kaminski, Jessica Hullman
Data Visualization as a Domain to Research Areas in Cognitive Science. CogSci (2018)
Jessica Hullman, Matthew Kay, Yea-Seul Kim, Samana Shrestha
Imagining Replications: Graphical Prediction & Discrete Visualizations Improve Recall & Estimation of Effect Uncertainty. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Michael Fernandes, Logan Walls, Sean Munson, Jessica Hullman, Matthew Kay
Uncertainty Displays Using Quantile Dotplots or CDFs Improve Transit Decision-Making. CHI (2018)
Zening Qu, Jessica Hullman
Keeping Multiple Views Consistent: Constraints, Validations, and Exceptions in Visualization Authoring. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Jessica Hullman, Benjamin Bach
Picturing Science: Design Patterns in Graphical Abstracts. Diagrams (2018)
Jessica Hullman, Robert Kosara, Heidi Lam
Finding a Clear Path: Structuring Strategies for Visualization Sequences. Comput. Graph. Forum 36 (3) (2017)
Jason Portenoy, Jessica Hullman, Jevin D. West
Leveraging Citation Networks to Visualize Scholarly Influence Over Time. Frontiers Res. Metrics Anal. 2 (2017)
Eytan Adar, Carolyn Gearig, Ayshwarya Balasubramanian, Jessica Hullman
PersaLog: Personalization of News Article Content. CHI (2017)
Yea-Seul Kim, Katharina Reinecke, Jessica Hullman
Explaining the Gap: Visualizing One's Predictions Improves Recall and Comprehension of Data. CHI (2017)
Younghoon Kim, Kanit Wongsuphasawat, Jessica Hullman, Jeffrey Heer
GraphScape: A Model for Automated Reasoning about Visualization Similarity and Sequencing. CHI (2017)
Miriam Greis, Jessica Hullman, Michael Correll, Matthew Kay, Orit Shaer
Designing for Uncertainty in HCI: When Does Uncertainty Help? CHI Extended Abstracts (2017)
Yea-Seul Kim, Jessica Hullman, Matthew Burgess, Eytan Adar
SimpleScience: Lexical Simplification of Scientific Terminology. EMNLP (2016)
Jessica Hullman
Why Evaluating Uncertainty Visualization is Error Prone. BELIV (2016)
Yea-Seul Kim, Jessica Hullman, Maneesh Agrawala
Generating Personalized Spatial Analogies for Distances and Areas. CHI (2016)
Zening Qu, Jessica Hullman
Evaluating Visualization Sets: Trade-offs Between Local Effectiveness and Global Consistency. BELIV (2016)
Jason Portenoy, Jessica Hullman, Jevin D. West
Leveraging Citation Networks to Visualize Scholarly Influence Over Time. CoRR (2016)
Jessica Hullman, Nicholas Diakopoulos, Elaheh Momeni, Eytan Adar
Content, Context, and Critique: Commenting on a Data Visualization Blog. CSCW (2015)
Tong Gao, Jessica Hullman, Eytan Adar, Brent J. Hecht, Nicholas Diakopoulos
NewsViews: an automated pipeline for creating custom geovisualizations for news. CHI (2014)
Jessica Hullman, Steven Mark Drucker, Nathalie Henry Riche, Bongshin Lee, Danyel Fisher, Eytan Adar
A Deeper Understanding of Sequence in Narrative Visualization. IEEE Trans. Vis. Comput. Graph. 19 (12) (2013)
Jessica Hullman, Nicholas Diakopoulos, Eytan Adar
Contextifier: automatic generation of annotated stock visualizations. CHI (2013)
Jessica Hullman, Eytan Adar, Priti Shah
Benefitting InfoVis with Visual Difficulties. IEEE Trans. Vis. Comput. Graph. 17 (12) (2011)
Jessica Hullman, Eytan Adar, Priti Shah
The impact of social information on visual judgments. CHI (2011)
Jessica Hullman, Nicholas Diakopoulos
Visualization Rhetoric: Framing Effects in Narrative Visualization. IEEE Trans. Vis. Comput. Graph. 17 (12) (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jessica Hullman