Jeffrey Heer

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 99

Top Venues

CoRR

IEEE Trans. Vis. Comput. Graph.

CHI

Comput. Graph. Forum

Publications

Michelle S. Lam, Janice Teoh, James A. Landay, Jeffrey Heer, Michael S. Bernstein
Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM. CoRR (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)
Ken Gu, Madeleine Grunde-McLaughlin, Andrew M. McNutt, Jeffrey Heer, Tim Althoff
How Do Data Analysts Respond to AI Assistance? A Wizard-of-Oz Study. CHI (2024)
Chu Li, Rock Yuren Pang, Ather Sharif, Arnavi Chheda-Kothary, Jeffrey Heer, Jon E. Froehlich
AltGeoViz: Facilitating Accessible Geovisualization. CoRR (2024)
Luke S. Snyder, Jeffrey Heer
DIVI: Dynamically Interactive Visualization. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Eunice Jun, Edward Misback, Jeffrey Heer, René Just
rTisane: Externalizing conceptual models for data analysis prompts reconsideration of domain assumptions and facilitates statistical modeling. CHI (2024)
Andrew M. McNutt, Maureen C. Stone, Jeffrey Heer
Mixing Linters with GUIs: A Color Palette Design Probe. CoRR (2024)
Michelle S. Lam, Janice Teoh, James A. Landay, Jeffrey Heer, Michael S. Bernstein
Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM. CHI (2024)
Zehua Zeng, Junran Yang, Dominik Moritz, Jeffrey Heer, Leilani Battle
Too Many Cooks: Exploring How Graphical Perception Studies Influence Visualization Recommendations in Draco. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Luke S. Snyder, Ryan A. Rossi, Eunyee Koh, Jeffrey Heer, Jane Hoffswell
Interaction Techniques for Exploratory Data Visualization on Mobile Devices. CoRR (2024)
Jeffrey Heer, Dominik Moritz
Mosaic: An Architecture for Scalable & Interoperable Data Views. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Madeleine Grunde-McLaughlin, Michelle S. Lam, Ranjay Krishna, Daniel S. Weld, Jeffrey Heer
Designing LLM Chains by Adapting Techniques from Crowdsourcing Workflows. CoRR (2023)
Tongshuang Wu, Hua Shen, Daniel S. Weld, Jeffrey Heer, Marco Túlio Ribeiro
ScatterShot: Interactive In-context Example Curation for Text Transformation. CoRR (2023)
Joshua Horowitz, Jeffrey Heer
Engraft: An API for Live, Rich, and Composable Programming. UIST (2023)
Eunice Jun, Edward Misback, Jeffrey Heer, René Just
rTisane: Externalizing conceptual models for data analysis increases engagement with domain knowledge and improves statistical model quality. CoRR (2023)
Yang Liu, Tim Althoff, Jeffrey Heer
Approximation and Progressive Display of Multiverse Analyses. CoRR (2023)
Ken Gu, Madeleine Grunde-McLaughlin, Andrew M. McNutt, Jeffrey Heer, Tim Althoff
How Do Data Analysts Respond to AI Assistance? A Wizard-of-Oz Study. CoRR (2023)
Joshua Horowitz, Jeffrey Heer
Live, Rich, and Composable: Qualities for Programming Beyond Static Text. CoRR (2023)
Luke S. Snyder, Jeffrey Heer
DIVI: Dynamically Interactive Visualization. CoRR (2023)
Zehua Zeng, Junran Yang, Dominik Moritz, Jeffrey Heer, Leilani Battle
Too Many Cooks: Exploring How Graphical Perception Studies Influence Visualization Recommendations in Draco. CoRR (2023)
Jeffrey Heer, Matthew Conlen, Vishal Devireddy, Tu Nguyen, Joshua Horowitz
Living Papers: A Language Toolkit for Augmented Scholarly Communication. UIST (2023)
Matthew Conlen, Jeffrey Heer, Hillary Mushkin, Scott Davidoff
Cinematic Techniques in Narrative Visualization. CoRR (2023)
Sherry Wu, Hua Shen, Daniel S. Weld, Jeffrey Heer, Marco Túlio Ribeiro
ScatterShot: Interactive In-context Example Curation for Text Transformation. IUI (2023)
Alex Kale, Ziyang Guo, Xiaoli Qiao, Jeffrey Heer, Jessica Hullman
EVM: Incorporating Model Checking into Exploratory Visual Analysis. CoRR (2023)
Matthew Conlen, Jeffrey Heer
Fidyll: A Compiler for Cross-Format Data Stories & Explorable Explanations. CoRR (2022)
Eunice Jun, Audrey Seo, Jeffrey Heer, René Just
Tisane: Authoring Statistical Models via Formal Reasoning from Conceptual and Data Relationships. CoRR (2022)
Eunice Jun, Melissa Birchfield, Nicole de Moura, Jeffrey Heer, René Just
Hypothesis Formalization: Empirical Findings, Software Limitations, and Design Implications. ACM Trans. Comput. Hum. Interact. 29 (1) (2022)
Eunice Jun, Audrey Seo, Jeffrey Heer, René Just
Tisane: Authoring Statistical Models via Formal Reasoning from Conceptual and Data Relationships. CHI (2022)
Ge Zhang, Mike A. Merrill, Yang Liu, Jeffrey Heer, Tim Althoff
CORAL: COde RepresentAtion learning with weakly-supervised transformers for analyzing data analysis. EPJ Data Sci. 11 (1) (2022)
Manaswi Saha, Siddhant Patil, Emily Cho, Evie Yu-Yen Cheng, Chris Horng, Devanshi Chauhan, Rachel Kangas, Richard McGovern, Anthony Li, Jeffrey Heer, Jon E. Froehlich
Visualizing Urban Accessibility: Investigating Multi-Stakeholder Perspectives through a Map-based Design Probe Study. CHI (2022)
Tongshuang Wu, Marco Túlio Ribeiro, Jeffrey Heer, Daniel S. Weld
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models. ACL/IJCNLP (1) (2021)
Younghoon Kim, Jeffrey Heer
Gemini2: Generating Keyframe-Oriented Animated Transitions Between Statistical Graphics. CoRR (2021)
Younghoon Kim, Jeffrey Heer
: Generating Keyframe-Oriented Animated Transitions Between Statistical Graphics. IEEE VIS (Short Papers) (2021)
Younghoon Kim, Jeffrey Heer
Gemini: A Grammar and Recommender System for Animated Transitions in Statistical Graphics. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Xiaoying Pu, Matthew Kay, Steven Mark Drucker, Jeffrey Heer, Dominik Moritz, Arvind Satyanarayan
Special Interest Group on Visualization Grammars. CHI Extended Abstracts (2021)
Matthew Conlen, Megan Vo, Alan Tan, Jeffrey Heer
Idyll Studio: A Structured Editor forAuthoring Interactive & Data-Driven Articles. UIST (2021)
Yang Liu, Alex Kale, Tim Althoff, Jeffrey Heer
Boba: Authoring and Visualizing Multiverse Analyses. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Tongshuang Wu, Marco Túlio Ribeiro, Jeffrey Heer, Daniel S. Weld
Polyjuice: Automated, General-purpose Counterfactual Generation. CoRR (2021)
Jeffrey Heer
Fast & Accurate Gaussian Kernel Density Estimation. IEEE VIS (Short Papers) (2021)
Eunice Jun, Melissa Birchfield, Nicole de Moura, Jeffrey Heer, René Just
Hypothesis Formalization: Empirical Findings, Software Limitations, and Design Implications. CoRR (2021)
Manaswi Saha, Devanshi Chauhan, Siddhant Patil, Rachel Kangas, Jeffrey Heer, Jon E. Froehlich
Urban Accessibility as a Socio-Political Problem: A Multi-Stakeholder Analysis. Proc. ACM Hum. Comput. Interact. 4 (CSCW3) (2020)
Akshat Shrivastava, Jeffrey Heer
iSeqL: interactive sequence learning. IUI (2020)
Yang Liu, Alex Kale, Tim Althoff, Jeffrey Heer
Boba: Authoring and Visualizing Multiverse Analyses. CoRR (2020)
Arvind Satyanarayan, Bongshin Lee, Donghao Ren, Jeffrey Heer, John T. Stasko, John Thompson, Matthew Brehmer, Zhicheng Liu
Critical Reflections on Visualization Authoring Systems. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Ge Zhang, Mike A. Merrill, Yang Liu, Jeffrey Heer, Tim Althoff
CORAL: COde RepresentAtion Learning with Weakly-Supervised Transformers for Analyzing Data Analysis. CoRR (2020)
Halden Lin, Dominik Moritz, Jeffrey Heer
Dziban: Balancing Agency & Automation in Visualization Design via Anchored Recommendations. CHI (2020)
Younghoon Kim, Jeffrey Heer
Gemini: A Grammar and Recommender System for AnimatedTransitions in Statistical Graphics. CoRR (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)
Chanwut Kittivorawong, Dominik Moritz, Kanit Wongsuphasawat, Jeffrey Heer
Fast and Flexible Overlap Detection for Chart Labeling with Occupancy Bitmap. IEEE VIS (Short Papers) (2020)
Yang Liu, Tim Althoff, Jeffrey Heer
Paths Explored, Paths Omitted, Paths Obscured: Decision Points & Selective Reporting in End-to-End Data Analysis. CHI (2020)
Jeffrey Heer
Agency plus automation: Designing artificial intelligence into interactive systems. Proc. Natl. Acad. Sci. USA 116 (6) (2019)
Younghoon Kim, Kyle Thayer, Gabriella Silva Gorsky, Jeffrey Heer
Color Names Across Languages: Salient Colors and Term Translation in Multilingual Color Naming Models. EuroVis (Short Papers) (2019)
Dominik Moritz, Bill Howe, Jeffrey Heer
Falcon: Balancing Interactive Latency and Resolution Sensitivity for Scalable Linked Visualizations. CHI (2019)
Tongshuang Wu, Daniel S. Weld, Jeffrey Heer
Local Decision Pitfalls in Interactive Machine Learning: An Investigation into Feature Selection in Sentiment Analysis. ACM Trans. Comput. Hum. Interact. 26 (4) (2019)
Dominik Moritz, Chenglong Wang, Greg L. Nelson, Halden Lin, Adam M. Smith, Bill Howe, Jeffrey Heer
Formalizing Visualization Design Knowledge as Constraints: Actionable and Extensible Models in Draco. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Younghoon Kim, Michael Correll, Jeffrey Heer
Designing Animated Transitions to Convey Aggregate Operations. Comput. Graph. Forum 38 (3) (2019)
Arvind Satyanarayan, Bongshin Lee, Donghao Ren, Jeffrey Heer, John T. Stasko, John Thompson, Matthew Brehmer, Zhicheng Liu
Critical Reflections on Visualization Authoring Systems. CoRR (2019)
Yang Liu, Eunice Jun, Qisheng Li, Jeffrey Heer
Latent Space Cartography: Visual Analysis of Vector Space Embeddings. Comput. Graph. Forum 38 (3) (2019)
Kanit Wongsuphasawat, Yang Liu, Jeffrey Heer
Goals, Process, and Challenges of Exploratory Data Analysis: An Interview Study. CoRR (2019)
Yang Liu, Tim Althoff, Jeffrey Heer
Paths Explored, Paths Omitted, Paths Obscured: Decision Points & Selective Reporting in End-to-End Data Analysis. CoRR (2019)
Tongshuang Wu, Marco Túlio Ribeiro, Jeffrey Heer, Daniel S. Weld
Errudite: Scalable, Reproducible, and Testable Error Analysis. ACL (1) (2019)
Matthew Conlen, Alex Kale, Jeffrey Heer
Capture & Analysis of Active Reading Behaviors for Interactive Articles on the Web. Comput. Graph. Forum 38 (3) (2019)
Leilani Battle, Jeffrey Heer
Characterizing Exploratory Visual Analysis: A Literature Review and Evaluation of Analytic Provenance in Tableau. Comput. Graph. Forum 38 (3) (2019)
Jorge Poco, Angela Mayhua, Jeffrey Heer
Extracting and Retargeting Color Mappings from Bitmap Images of Visualizations. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Bahador Saket, Dominik Moritz, Halden Lin, Victor Dibia, Çagatay Demiralp, Jeffrey Heer
Beyond Heuristics: Learning Visualization Design. CoRR (2018)
Jacob VanderPlas, Brian E. Granger, Jeffrey Heer, Dominik Moritz, Kanit Wongsuphasawat, Arvind Satyanarayan, Eitan Lees, Ilia Timofeev, Ben Welsh, Scott Sievert
Altair: Interactive Statistical Visualizations for Python. J. Open Source Softw. 3 (32) (2018)
Younghoon Kim, Jeffrey Heer
Assessing Effects of Task and Data Distribution on the Effectiveness of Visual Encodings. Comput. Graph. Forum 37 (3) (2018)
Matthew Conlen, Jeffrey Heer
Idyll: A Markup Language for Authoring and Publishing Interactive Articles on the Web. UIST (2018)
Jeffrey Heer
The 2017 Visualization Technical Achievement Award. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Jane Hoffswell, Alan Borning, Jeffrey Heer
SetCoLa: High-Level Constraints for Graph Layout. Comput. Graph. Forum 37 (3) (2018)
Joseph M. Hellerstein, Jeffrey Heer, Sean Kandel
Self-Service Data Preparation: Research to Practice. IEEE Data Eng. Bull. 41 (2) (2018)
Michael Correll, Dominik Moritz, Jeffrey Heer
Value-Suppressing Uncertainty Palettes. CHI (2018)
Jeffrey Heer
The partnership on AI. AI Matters 4 (3) (2018)
Angela Mayhua, Erick Gomez Nieto, Jeffrey Heer, Jorge Poco
Extracting Visual Encodings from Map Chart Images with Color-Encoded Scalar Values. SIBGRAPI (2018)
Jane Hoffswell, Arvind Satyanarayan, Jeffrey Heer
Augmenting Code with In Situ Visualizations to Aid Program Understanding. CHI (2018)
Yang Liu, Jeffrey Heer
Somewhere Over the Rainbow: An Empirical Assessment of Quantitative Colormaps. CHI (2018)
Michael Correll, Jeffrey Heer
Surprise! Bayesian Weighting for De-Biasing Thematic Maps. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Kanit Wongsuphasawat, Zening Qu, Dominik Moritz, Riley Chang, Felix Ouk, Anushka Anand, Jock D. Mackinlay, Bill Howe, Jeffrey Heer
Voyager 2: Augmenting Visual Analysis with Partial View Specifications. CHI (2017)
Leilani Battle, Remco Chang, Jeffrey Heer, Mike Stonebraker
Position statement: The case for a visualization performance benchmark. DSIA (2017)
Jorge Poco, Jeffrey Heer
Reverse-Engineering Visualizations: Recovering Visual Encodings from Chart Images. Comput. Graph. Forum 36 (3) (2017)
Younghoon Kim, Kanit Wongsuphasawat, Jessica Hullman, Jeffrey Heer
GraphScape: A Model for Automated Reasoning about Visualization Similarity and Sequencing. CHI (2017)
Michael Correll, Jeffrey Heer
Regression by Eye: Estimating Trends in Bivariate Visualizations. CHI (2017)
Arvind Satyanarayan, Dominik Moritz, Kanit Wongsuphasawat, Jeffrey Heer
Vega-Lite: A Grammar of Interactive Graphics. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Kanit Wongsuphasawat, Dominik Moritz, Anushka Anand, Jock D. Mackinlay, Bill Howe, Jeffrey Heer
Towards a general-purpose query language for visualization recommendation. HILDA@SIGMOD (2016)
Arvind Satyanarayan, Ryan Russell, Jane Hoffswell, Jeffrey Heer
Reactive Vega: A Streaming Dataflow Architecture for Declarative Interactive Visualization. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Jane Hoffswell, Arvind Satyanarayan, Jeffrey Heer
Visual Debugging Techniques for Reactive Data Visualization. Comput. Graph. Forum 35 (3) (2016)
Kanit Wongsuphasawat, Dominik Moritz, Anushka Anand, Jock D. Mackinlay, Bill Howe, Jeffrey Heer
Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Matthew Kay, Jeffrey Heer
Beyond Weber's Law: A Second Look at Ranking Visualizations of Correlation. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Sanjay Kairam, Jeffrey Heer
Parting Crowds: Characterizing Divergent Interpretations in Crowdsourced Annotation Tasks. CSCW (2016)
Diana L. MacLean, Sonal Gupta, Anna Lembke, Christopher D. Manning, Jeffrey Heer
Forum77: An Analysis of an Online Health Forum Dedicated to Addiction Recovery. CSCW (2015)
Aaron J. Elmore, Jennie Duggan, Mike Stonebraker, Magdalena Balazinska, Ugur Çetintemel, Vijay Gadepally, Jeffrey Heer, Bill Howe, Jeremy Kepner, Tim Kraska, Samuel Madden, David Maier, Timothy G. Mattson, Stavros Papadopoulos, Jeff Parkhurst, Nesime Tatbul, Manasi Vartak, Stan Zdonik
A Demonstration of the BigDAWG Polystore System. Proc. VLDB Endow. 8 (12) (2015)
Dominik Moritz, Daniel Halperin, Bill Howe, Jeffrey Heer
Perfopticon: Visual Query Analysis for Distributed Databases. Comput. Graph. Forum 34 (3) (2015)
Jeffrey Heer, Joseph M. Hellerstein, Sean Kandel
Predictive Interaction for Data Transformation. CIDR (2015)
Çagatay Demiralp, Jesse Cirimele, Jeffrey Heer, Stuart K. Card
The VERP Explorer: A Tool for Exploring Eye Movements of Visual-Cognitive Tasks Using Recurrence Plots. ETVIS (2015)
Jane Hoffswell, Arvind Satyanarayan, Jeffrey Heer
Debugging Vega through Inspection of the Data Flow Graph. EuroRV³@EuroVis (2015)
Sanjay Kairam, Nathalie Henry Riche, Steven Mark Drucker, Roland Fernandez, Jeffrey Heer
Refinery: Visual Exploration of Large, Heterogeneous Networks through Associative Browsing. Comput. Graph. Forum 34 (3) (2015)
Spence Green, Jeffrey Heer, Christopher D. Manning
Natural language translation at the intersection of AI and HCI. Commun. ACM 58 (9) (2015)
Spence Green, Jeffrey Heer, Christopher D. Manning
Natural Language Translation at the Intersection of AI and HCI. ACM Queue 13 (6) (2015)
Jason Chuang, Margaret E. Roberts, Brandon M. Stewart, Rebecca Weiss, Dustin Tingley, Justin Grimmer, Jeffrey Heer
TopicCheck: Interactive Alignment for Assessing Topic Model Stability. HLT-NAACL (2015)
Spence Green, Sida I. Wang, Jason Chuang, Jeffrey Heer, Sebastian Schuster, Christopher D. Manning
Human Effort and Machine Learnability in Computer Aided Translation. EMNLP (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jeffrey Heer