rTisane: Externalizing Conceptual Models for Data Analysis Prompts Reconsideration of Domain Assumptions and Facilitates Statistical Modeling. Eunice Jun, Edward Misback, Jeffrey Heer, René Just. ACM Human Factors in Computing Systems (CHI), 2024

Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM. Michelle Lam, Janice Teoh, James A. Landay, Jeffrey Heer, Michael Bernstein. ACM Human Factors in Computing Systems (CHI), 2024

How Do Data Analysts Respond to AI Assistance? A Wizard-of-Oz Study. Ken Gu, Madeleine Grunde-McLaughlin, Andrew McNutt, Jeffrey Heer, Tim Althoff. ACM Human Factors in Computing Systems (CHI), 2024

DIVI: Dynamically Interactive Visualization. Luke Snyder, Jeffrey Heer. IEEE Trans. Visualization & Comp. Graphics (Proc. VIS), 2024

EVM: Incorporating Model Checking into Exploratory Visual Analysis. Alex Kale, Ziyang Guo, Xiaoli Qiao, Jeffrey Heer, Jessica Hullman. IEEE Trans. Visualization & Comp. Graphics (Proc. VIS), 2024

Mosaic: An Architecture for Scalable & Interoperable Data Views. Jeffrey Heer, Dominik Moritz. IEEE Trans. Visualization & Comp. Graphics (Proc. VIS), 2024

Too Many Cooks: Exploring How Graphical Perception Studies Influence Visualization Recommendations in Draco. Zehua Zeng, Junran Yang, Dominik Moritz, Jeffrey Heer, Leilani Battle. IEEE Trans. Visualization & Comp. Graphics (Proc. VIS), 2024

Engraft: An API for Live, Rich, and Composable Programming. Josh Horowitz, Jeffrey Heer. ACM User Interface Software & Technology (UIST), 2023

Living Papers: A Language Toolkit for Augmented Scholarly Communication. Jeffrey Heer, Matt Conlen, Vishal Devireddy, Tu Nguyen, Josh Horowitz. ACM User Interface Software & Technology (UIST), 2023

VegaProf: Profiling Vega Visualizations. Junran Yang, Alex Bäuerle, Dominik Moritz, Çağatay Demiralp. ACM User Interface Software & Technology (UIST), 2023

Draco 2: An Extensible Platform to Model Visualization Design. Junran Yang, Péter Ferenc Gyarmati, Zehua Zeng, Dominik Moritz. IEEE VIS Short Papers, 2023

WhaleVis: Visualizing the History of Commercial Whaling. Ameya Patil, Zoe Rand, Trevor Branch, Leilani Battle. IEEE VIS Short Papers, 2023

ScatterShot: Interactive In-context Example Curation for Text Transformation. Tongshuang (Sherry) Wu, Hua Shen, Jeffrey Heer, Daniel S. Weld, Marco Tulio Ribeiro. ACM Intelligent User Interfaces, 2023

Fidyll: A Compiler for Cross-Format Data Stories & Explorable Explanations. Matt Conlen, Jeffrey Heer. arXiv, 2022

AI Chains: Transparent and Controllable Human-AI Interaction by Chaining Large Language Model Prompts. Tongshuang (Sherry) Wu, Michael Terry, Carrie J. Cai. ACM Human Factors in Computing Systems (CHI), 2022

Tisane: Authoring Statistical Models via Formal Reasoning from Conceptual and Data Relationships. Eunice Jun, Audrey Seo, Jeffrey Heer, René Just. ACM Human Factors in Computing Systems (CHI), 2022

Visualizing Urban Accessibility: Investigating Multi-Stakeholder Perspectives through a Map-based Design Probe Study. 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. ACM Human Factors in Computing Systems (CHI), 2022

CORAL: COde RepresentAtion Learning with Weakly-Supervised Transformers for Analyzing Data Analysis. Ge Zhang, Mike Merrill, Yang Liu, Jeffrey Heer, Tim Althoff. EPJ Data Science, 2022

Hypothesis Formalization: Empirical Findings, Software Limitations, and Design Implications. Eunice Jun, Melissa Birchfield, Nicole de Moura, Jeffrey Heer, René Just. ACM Trans. on Computer-Human Interaction, 2022

An Evaluation-Focused Framework for Visualization Recommendation Algorithms. Zehua Zeng, Phoebe Moh, Fan Du, Jane Hoffswell, Tak Yeon Lee, Sana Malik, Eunyee Koh, Leilani Battle. IEEE Trans. Visualization & Comp. Graphics (Proc. VIS), 2022

Causal Support: Modeling Causal Inferences with Visualizations. Alex Kale, Yifan Wu, Jessica Hullman. IEEE Trans. Visualization & Comp. Graphics (Proc. VIS), 2022

Fast & Accurate Gaussian Kernel Density Estimation. Jeffrey Heer. IEEE VIS Short Papers, 2021

Gemini^2: Generating Keyframe-Oriented Animated Transitions Between Statistical Graphics. Younghoon Kim, Jeffrey Heer. IEEE VIS Short Papers, 2021

Idyll Studio: A Structured Editor for Authoring Interactive & Data-Driven Articles. Matt Conlen, Megan Vo, Alan Tan, Jeffrey Heer. ACM User Interface Software & Technology (UIST), 2021

Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models. Tongshuang (Sherry) Wu, Marco Tulio Ribeiro, Jeffrey Heer, Daniel S. Weld. Proc. Association for Computational Linguistics (ACL), 2021

Exploratory Analysis and Its Malcontents. Jeffrey Heer. Harvard Data Science Review, 2021

Same Data, Different Conclusions: Radical Dispersion in Empirical Results when Independent Analysts Operationalize and Test the Same Hypothesis. Martin Schweinsberg, Yang Liu, Tim Althoff, Jeffrey Heer, Alex Kale, Eric Luis Uhlmann. Organizational Behavior and Human Decision Processes, 2021

Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance. Gagan Bansal, Tongshuang (Sherry) Wu, Joyce Zhou, Raymond Fok, Besmira Nushi, Ece Kamar, Marco Tulio Ribeiro, Daniel S. Weld. ACM Human Factors in Computing Systems (CHI), 2021

Boba: Authoring and Visualizing Multiverse Analyses. Yang Liu, Alex Kale, Tim Althoff, Jeffrey Heer. IEEE Trans. Visualization & Comp. Graphics (Proc. VAST), 2021

Gemini: A Grammar and Recommender System for Animated Transitions in Statistical Graphics. Younghoon Kim, Jeffrey Heer. IEEE Trans. Visualization & Comp. Graphics (Proc. VIS), 2021

Visual Reasoning Strategies for Effect Size Judgments and Decisions. Alex Kale, Matthew Kay, Jessica Hullman. IEEE Trans. Visualization & Comp. Graphics (Proc. VIS), 2021

Fast and Flexible Overlap Detection for Chart Labeling with Occupancy Bitmap. Chanwut Kittivorawang, Dominik Moritz, Kanit Wongsuphasawat, Jeffrey Heer. IEEE VIS Short Papers, 2020

Urban Accessibility as a Socio-Political Problem: A Multi-Stakeholder Analysis. Manaswi Saha, Devanshi Chauhan, Siddhant Patil, Rachel Kangas, Jeffrey Heer, Jon E. Froehlich. ACM Computer-Supported Cooperative Work (CSCW), 2020

Communicating with Interactive Articles. Fred Hohman, Matt Conlen, Jeffrey Heer, Duen Horng (Polo) Chau. Distill, 2020

Beyond Accuracy: Behavioral Testing of NLP Models with CheckList. Marco Tulio Ribeiro, Tongshuang (Sherry) Wu, Carlos Guestrin, Sameer Singh. Proc. Association for Computational Linguistics (ACL), 2020

Techniques for Flexible Responsive Visualization Design. Jane Hoffswell, Wilmot Li, Zhicheng (Leo) Liu. ACM Human Factors in Computing Systems (CHI), 2020

Dziban: Balancing Agency & Automation in Visualization Design via Anchored Recommendations. Halden Lin, Dominik Moritz, Jeffrey Heer. ACM Human Factors in Computing Systems (CHI), 2020

No Explainability without Accountability: An Empirical Study of Explanations and Feedback in Interactive ML. Alison Smith-Renner, Ron Fan, Melissa Birchfield, Tongshuang (Sherry) Wu, Jordan Boyd-Graber, Daniel S. Weld, Leah Findlater. ACM Human Factors in Computing Systems (CHI), 2020

Paths Explored, Paths Omitted, Paths Obscured: Decision Points & Selective Reporting in End-to-End Data Analysis. Yang Liu, Tim Althoff, Jeffrey Heer. ACM Human Factors in Computing Systems (CHI), 2020

Tempura: Query Analysis with Structural Templates. Tongshuang (Sherry) Wu, Kanit Wongsuphasawat, Donghao Ren, Kayur Patel, Chris DuBois. ACM Human Factors in Computing Systems (CHI), 2020

iSeqL: Interactive Sequence Learning. Akshat Shrivastava, Jeffrey Heer. ACM Intelligent User Interfaces, 2020

Critical Reflections on Visualization Authoring Systems. Arvind Satyanarayan, Bongshin Lee, Donghao Ren, Jeffrey Heer, John Stasko, John R. Thompson, Matthew Brehmer, Zhicheng (Leo) Liu. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2020

Similarity in Transgender and Cisgender Children’s Gender Development. Selin Gülgöz, Jessica J. Glazier, Elizabeth A. Enright, Daniel J. Alonso, Lily J. Durwood, Anne A. Fast, Riley Lowe, Chonghui Ji, Jeffrey Heer, Carol Lynn Martin, Kristina R. Olson. Proceedings of the National Academy of Sciences, 2019

Goals, Process, and Challenges of Exploratory Data Analysis: An Interview Study. Kanit Wongsuphasawat, Yang Liu, Jeffrey Heer. arXiv, 2019

Tea: A High-level Language and Runtime System for Automating Statistical Analysis. Eunice Jun, Maureen Daum, Jared Roesch, Sarah E. Chasins, Emery Berger, René Just, Katharina Reinecke. ACM User Interface Software & Technology (UIST), 2019

Errudite: Scalable, Reproducible, and Testable Error Analysis. Tongshuang (Sherry) Wu, Daniel S. Weld, Jeffrey Heer, Marco Tulio Ribeiro. Proc. Association for Computational Linguistics (ACL), 2019

Local Decision Pitfalls in Interactive Machine Learning: An Investigation into Feature Selection in Sentiment Analysis. Tongshuang (Sherry) Wu, Daniel S. Weld, Jeffrey Heer. ACM Trans. on Computer-Human Interaction, 2019

Capture & Analysis of Active Reading Behaviors for Interactive Articles on the Web. Matt Conlen, Alex Kale, Jeffrey Heer. Computer Graphics Forum (Proc. EuroVis), 2019

Characterizing Exploratory Visual Analysis: A Literature Review and Evaluation of Analytic Provenance in Tableau. Leilani Battle, Jeffrey Heer. Computer Graphics Forum (Proc. EuroVis), 2019

Color Names Across Languages: Salient Colors and Term Translation in Multilingual Color Naming Models. Younghoon Kim, Kyle Thayer, Gabriella Silva Gorsky, Jeffrey Heer. Computer Graphics Forum (Proc. EuroVis), 2019

Designing Animated Transitions to Convey Aggregate Operations. Younghoon Kim, Michael Correll, Jeffrey Heer. Computer Graphics Forum (Proc. EuroVis), 2019

Latent Space Cartography: Visual Analysis of Vector Space Embeddings. Yang Liu, Eunice Jun, Qisheng Li, Jeffrey Heer. Computer Graphics Forum (Proc. EuroVis), 2019

A Bayesian Cognition Approach to Improve Data Visualization. Yea-Seul Kim, Logan Walls, Peter Krafft, Jessica Hullman. ACM Human Factors in Computing Systems (CHI), 2019

Decision-Making Under Uncertainty in Research Synthesis: Designing for the Garden of Forking Paths. Alex Kale, Matthew Kay, Jessica Hullman. ACM Human Factors in Computing Systems (CHI), 2019

Vocal Shortcuts for Creative Experts. Yea-Seul Kim, Mira Dontcheva, Eytan Adar, Jessica Hullman. ACM Human Factors in Computing Systems (CHI), 2019

Falcon: Balancing Interactive Latency and Resolution Sensitivity for Scalable Linked Visualizations. Dominik Moritz, Bill Howe, Jeffrey Heer. ACM Human Factors in Computing Systems (CHI), 2019

Interactive Repair of Tables Extracted from PDF Documents on Mobile Devices. Jane Hoffswell, Zhicheng (Leo) Liu. ACM Human Factors in Computing Systems (CHI), 2019

Agency plus Automation: Designing Artificial Intelligence into Interactive Systems. Jeffrey Heer. Proceedings of the National Academy of Sciences, 2019

Formalizing Visualization Design Knowledge as Constraints: Actionable and Extensible Models in Draco. Dominik Moritz, Chenglong Wang, Gregory Nelson, Halden Lin, Adam M. Smith, Bill Howe, Jeffrey Heer. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2019

Hypothetical Outcome Plots Help Untrained Observers Judge Trends in Ambiguous Data. Alex Kale, Francis Nguyen, Matthew Kay, Jessica Hullman. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2019

In Pursuit of Error: A Survey of Uncertainty Visualization Evaluation. Jessica Hullman, Xiaoli Qiao, Michael Correll, Alex Kale, Matthew Kay. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2019

Altair: Interactive Statistical Visualizations for Python. Jacob VanderPlas, Brian E. Granger, Jeffrey Heer, Dominik Moritz, Kanit Wongsuphasawat, Arvind Satyanarayan, Eitan Lees, Ilia Timofeev, Ben Welsh, Scott Sievert. The Journal of Open Source Software, 2018

Idyll: A Markup Language for Authoring and Publishing Interactive Articles on the Web. Matt Conlen, Jeffrey Heer. ACM User Interface Software & Technology (UIST), 2018

Visualizing a Million Time Series with the Density Line Chart. Dominik Moritz, Danyel Fisher. arXiv, 2018

Assessing Effects of Task and Data Distribution on the Effectiveness of Visual Encodings. Younghoon Kim, Jeffrey Heer. Computer Graphics Forum (Proc. EuroVis), 2018

SetCoLa: High-Level Constraints for Graph Layout. Jane Hoffswell, Alan Borning, Jeffrey Heer. Computer Graphics Forum (Proc. EuroVis), 2018

Augmenting Code with In Situ Visualizations to Aid Program Understanding. Jane Hoffswell, Arvind Satyanarayan, Jeffrey Heer. ACM Human Factors in Computing Systems (CHI), 2018

Improving Comprehension of Measurements Using Concrete Re-expression Strategies. Jessica Hullman, Yea-Seul Kim, Francis Nguyen, Lauren Speers, Maneesh Agrawala. ACM Human Factors in Computing Systems (CHI), 2018

Somewhere Over the Rainbow: An Empirical Assessment of Quantitative Colormaps. Yang Liu, Jeffrey Heer. ACM Human Factors in Computing Systems (CHI), 2018

Towards Design Principles for Visual Analytics in Operations Contexts. Matt Conlen, Sara Stalla, Chelly Jin, Maggie Hendrie, Hillary Muskin, Santiago Lombeyda, Scott Davidoff. ACM Human Factors in Computing Systems (CHI), 2018

Uncertainty Displays Using Quantile Dotplots or CDFs Improve Transit Decision-Making. Michael Fernandes, Logan Walls, Sean Munson, Jessica Hullman, Matthew Kay. ACM Human Factors in Computing Systems (CHI), 2018

Value-Suppressing Uncertainty Palettes. Michael Correll, Dominik Moritz, Jeffrey Heer. ACM Human Factors in Computing Systems (CHI), 2018

Visualizing Dataflow Graphs of Deep Learning Models in TensorFlow. Kanit Wongsuphasawat, Daniel Smilkov, James Wexler, Jimbo Wilson, Dandelion Mané, Doug Fritz, Dilip Krishnan, Fernanda B. Viégas, Martin Wattenberg. IEEE Trans. Visualization & Comp. Graphics (Proc. VAST), 2018

Data Through Others' Eyes: The Impact of Visualizing Others' Expectations on Visualization Interpretation. Yea-Seul Kim, Katharina Reinecke, Jessica Hullman. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2018

Extracting and Retargeting Color Mappings from Bitmap Images of Visualizations. Jorge Poco, Angela Mayhua, Jeffrey Heer. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2018

Imagining Replications: Graphical Prediction & Discrete Visualizations Improve Recall & Estimation of Effect Uncertainty. Jessica Hullman, Matthew Kay, Yea-Seul Kim, Samana Shrestha. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2018

Keeping Multiple Views Consistent: Constraints, Validations, and Exceptions in Visualization Authoring. Zening Qu, Jessica Hullman. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2018

Black Hat Visualization. Michael Correll, Jeffrey Heer. Workshop on Dealing with Cognitive Biases in Visualisations (DECISIVe), IEEE VIS, 2017

Finding a Clear Path: Structuring Strategies for Visualization Sequences. Jessica Hullman, Robert Kosara, Heidi Lam. Computer Graphics Forum (Proc. EuroVis), 2017

Reverse-Engineering Visualizations: Recovering Visual Encodings from Chart Images. Jorge Poco, Jeffrey Heer. Computer Graphics Forum (Proc. EuroVis), 2017

Voyager 2: Augmenting Visual Analysis with Partial View Specifications. Kanit Wongsuphasawat, Zening Qu, Dominik Moritz, Riley Chang, Felix Ouk, Anushka Anand, Jock Mackinlay, Bill Howe, Jeffrey Heer. ACM Human Factors in Computing Systems (CHI), 2017

GraphScape: A Model for Automated Reasoning about Visualization Similarity and Sequencing. Younghoon Kim, Kanit Wongsuphasawat, Jessica Hullman, Jeffrey Heer. ACM Human Factors in Computing Systems (CHI), 2017

Explaining the Gap: Visualizing One's Predictions Improves Recall and Comprehension of Data. Yea-Seul Kim, Katharina Reinecke, Jessica Hullman. ACM Human Factors in Computing Systems (CHI), 2017

Regression by Eye: Estimating Trends in Bivariate Visualizations. Michael Correll, Jeffrey Heer. ACM Human Factors in Computing Systems (CHI), 2017

Trust, but Verify: Optimistic Visualizations of Approximate Queries for Exploring Big Data. Dominik Moritz, Danyel Fisher, Bolin Ding, Chi Wang. ACM Human Factors in Computing Systems (CHI), 2017

Supporting Patient-Provider Collaboration to Identify Individual Triggers using Food and Symptom Journals. Jessica Schroeder, Jane Hoffswell, Chia-Fang Chung, James Fogarty, Sean Munson, Jasmine Zia. ACM Computer-Supported Cooperative Work (CSCW), 2017

Vega-Lite: A Grammar of Interactive Graphics. Arvind Satyanarayan, Dominik Moritz, Kanit Wongsuphasawat, Jeffrey Heer. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2017

Surprise! Bayesian Weighting for De-Biasing Thematic Maps. Michael Correll, Jeffrey Heer. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2017

SimpleScience: Lexical Simplification of Scientific Terminology. Yea-Seul Kim, Jessica Hullman, Matthew Burgess, Eytan Adar. Empirical Methods in Natural Language Processing, 2016

Towards A General-Purpose Query Language for Visualization Recommendation. Kanit Wongsuphasawat, Dominik Moritz, Anushka Anand, Jock Mackinlay, Bill Howe, Jeffrey Heer. ACM SIGMOD Human-in-the-Loop Data Analysis (HILDA), 2016

Visual Debugging Techniques for Reactive Data Visualization. Jane Hoffswell, Arvind Satyanarayan, Jeffrey Heer. Computer Graphics Forum (Proc. EuroVis), 2016

Snap Decisions? How Users, Content, and Aesthetics Interact to Shape Photo Sharing Behaviors. Sanjay Kairam, Jofish Kaye, John Guerra-Gomez, David A. Shamma. ACM Human Factors in Computing Systems (CHI), 2016

Generating Personalized Spatial Analogies for Distances and Areas. Yea-Seul Kim, Jessica Hullman, Maneesh Agrawala. ACM Human Factors in Computing Systems (CHI), 2016

When(ish) is My Bus? User-centered Visualizations of Uncertainty in Everyday, Mobile Predictive Systems. Matthew Kay, Tara Kola, Jessica Hullman, Sean Munson. ACM Human Factors in Computing Systems (CHI), 2016

Parting Crowds: Characterizing Divergent Interpretations in Crowdsourced Annotation Tasks. Sanjay Kairam, Jeffrey Heer. ACM Computer-Supported Cooperative Work (CSCW), 2016

Elevating the Status of Code in Ecology. K. Allison Smith, Jeffrey Heer, Ethan P. White. Trends in Ecology & Evolution, 2016

Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations. Kanit Wongsuphasawat, Dominik Moritz, Anushka Anand, Jock Mackinlay, Bill Howe, Jeffrey Heer. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2016

Beyond Weber's Law: A Second Look at Ranking Visualizations of Correlation. Matthew Kay, Jeffrey Heer. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2016

Reactive Vega: A Streaming Dataflow Architecture for Declarative Interactive Visualization. Arvind Satyanarayan, Ryan Russell, Jane Hoffswell, Jeffrey Heer. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2016

Hypothetical Outcome Plots Outperform Error Bars and Violin Plots for Inferences About Reliability of Variable Ordering. Jessica Hullman, Paul Resnick, Eytan Adar. PLOS ONE, 2015

The VERP Explorer: A Tool for Exploring Eye Movements of Visual-Cognitive Tasks Using Recurrence Plots. Çağatay Demiralp, Jesse Cirimele, Jeffrey Heer, Stuart K. Card. Workshop on Eye Tracking and Visualization (ETVIS), 2015

A Demonstration of the BigDAWG Polystore System. Aaron Elmore, Jennie Duggan, Michael Stonebraker, Magdalena Balazinska, Ugur Cetintemel, Vijay Gadepally, Jeffrey Heer, Bill Howe, Jeremy Kepner, Tim Kraska, Samuel Madden, David Maier, Timothy Mattson, Stavros Papadopoulos, Jeff Parkhurst, Nesime Tatbul, Manasi Vartak, Stan Zdonik. Proc. Very Large Database Endowment (PVLDB), 2015

Natural Language Translation at the Intersection of AI and HCI. Spence Green, Jeffrey Heer, Christopher D. Manning. Communications of the ACM, 2015

TopicCheck: Interactive Alignment for Assessing Topic Model Stability. Jason Chuang, Margaret E. Roberts, Brandon M. Stewart, Rebecca Weiss, Dustin Tingley, Justin Grimmer, Jeffrey Heer. NAACL-HLT, 2015

Perfopticon: Visual Query Analysis for Distributed Databases. Dominik Moritz, Daniel Halperin, Bill Howe, Jeffrey Heer. Computer Graphics Forum (Proc. EuroVis), 2015

Refinery: Visual Exploration of Large, Heterogeneous Networks through Associative Browsing. Sanjay Kairam, Nathalie Henry Riche, Steven Drucker, Roland Fernandez, Jeffrey Heer. Computer Graphics Forum (Proc. EuroVis), 2015

Content, Context, and Critique: Commenting on a Data Visualization Blog. Jessica Hullman, Nicholas Diakopoulos, Elaheh Momeni Roochi, Eytan Adar. ACM Computer-Supported Cooperative Work (CSCW), 2015

Predictive Interaction for Data Transformation. Jeffrey Heer, Joseph Hellerstein, Sean Kandel. Conference on Innovative Data Systems Research (CIDR), 2015

Forum77: An Analysis of an Online Health Forum Dedicated to Addiction Recovery. Diana MacLean, Sonal Gupta, Anna Lembke, Christopher D. Manning, Jeffrey Heer. ACM Computer-Supported Cooperative Work (CSCW), 2015

Learning Perceptual Kernels for Visualization Design. Çağatay Demiralp, Michael Bernstein, Jeffrey Heer. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2014

The Effects of Interactive Latency on Exploratory Visual Analysis. Zhicheng (Leo) Liu, Jeffrey Heer. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2014

Human Effort and Machine Learnability in Computer Aided Translation. Spence Green, Sida Wang, Jason Chuang, Jeffrey Heer, Sebastian Schuster, Christopher D. Manning. Empirical Methods in Natural Language Processing, 2014

Declarative Interaction Design for Data Visualization. Arvind Satyanarayan, Kanit Wongsuphasawat, Jeffrey Heer. ACM User Interface Software & Technology (UIST), 2014

Predictive Translation Memory: A Mixed-Initiative System for Human Language Translation. Spence Green, Jason Chuang, Jeffrey Heer, Christopher D. Manning. ACM User Interface Software & Technology (UIST), 2014

Induced Lexico-syntactic Patterns Improve Information Extraction from Online Medical Forums. Sonal Gupta, Diana MacLean, Jeffrey Heer, Christopher D. Manning. J Am Med Inform Assoc, 2014

Authoring Narrative Visualizations with Ellipsis. Arvind Satyanarayan, Jeffrey Heer. Computer Graphics Forum (Proc. EuroVis), 2014

Lyra: An Interactive Visualization Design Environment. Arvind Satyanarayan, Jeffrey Heer. Computer Graphics Forum (Proc. EuroVis), 2014

BodyDiagrams: Improving Communication of Pain Symptoms through Drawing. Amy Jang, Diana MacLean, Jeffrey Heer. ACM Human Factors in Computing Systems (CHI), 2014

Orion: A System for Modeling, Transformation and Visualization of Multidimensional Heterogeneous Networks. Jeffrey Heer, Adam Perer. Information Visualization Journal, 2014

Visual Embedding: A Model for Visualization. Çağatay Demiralp, Carlos Scheidegger, Gordon Kindlmann, David Laidlaw, Jeffrey Heer. Computer Graphics and Applications, 2014

A Knowledge Tracing Model of Learning from a Social Tagging System. Peter Pirolli, Sanjay Kairam. User Modeling and User-Adapted Interaction (UMUAI), 2013

Towards Supporting Search over Trending Events with Social Media. Sanjay Kairam, Meredith Ringel Morris, Jaime Teevan, Dan Liebling, Susan Dumais. International Conference on Weblogs and Social Media (ICWSM), 2013

Colony Life History and Lifetime Reproductive Success of Red Harvester Ant Colonies. Krista K. Ingram, Anna Pilko, Jeffrey Heer, Deborah M. Gordon. Journal of Animal Ecology, 2013

Differentiating Language Usage through Topic Models. Daniel A. McFarland, Daniel Ramage, Jason Chuang, Jeffrey Heer, Christopher D. Manning. Poetics, 2013

invis: Exploring High-Dimensional RNA Sequences from In Vitro Selection. Çağatay Demiralp, Eric Hayden, Jeff Hammerbacher, Jeffrey Heer. IEEE Biological Data Visualization (BioVis), 2013

Selecting Semantically-Resonant Colors for Data Visualization. Sharon Lin, Julie Fortuna, Chinmay Kulkarni, Maureen Stone, Jeffrey Heer. Computer Graphics Forum (Proc. EuroVis), 2013

imMens: Real-time Visual Querying of Big Data. Zhicheng (Leo) Liu, Biye Jiang, Jeffrey Heer. Computer Graphics Forum (Proc. EuroVis), 2013

Topic Model Diagnostics: Assessing Domain Relevance via Topical Alignment. Jason Chuang, Sonal Gupta, Christopher D. Manning, Jeffrey Heer. International Conference on Machine Learning (ICML), 2013

Identifying Medical Terms in Patient-Authored Text: A Crowdsourcing-based Approach. Diana MacLean, Jeffrey Heer. J Am Med Inform Assoc, 2013

The Efficacy of Human Post-Editing for Language Translation. Spence Green, Jeffrey Heer, Christopher D. Manning. ACM Human Factors in Computing Systems (CHI), 2013

Webzeitgeist: Design Mining the Web. Ranjitha Kumar, Arvind Satyanarayan, Cesar Torres, Maxine Lim, Salman Ahmad, Scott R. Klemmer, Jerry O. Talton. ACM Human Factors in Computing Systems (CHI), 2013

Interactive Dynamics for Visual Analysis. Jeffrey Heer, Ben Shneiderman. Communications of the ACM, 2012

Talking in Circles: Selective Sharing in Google+. Sanjay Kairam, Michael J. Brzozowski, David Huffaker, Ed H. Chi. ACM Human Factors in Computing Systems (CHI), 2012

The Life and Death of Online Groups: Predicting Group Growth and Longevity. Sanjay Kairam, Dan J. Wang, Jure Leskovec. ACM Web Search and Data Mining (WSDM), 2012

"Without the Clutter of Unimportant Words": Descriptive Keyphrases for Text Visualization. Jason Chuang, Christopher D. Manning, Jeffrey Heer. ACM Trans. on Computer-Human Interaction, 2012

Enterprise Data Analysis and Visualization: An Interview Study. Sean Kandel, Andreas Paepcke, Joseph Hellerstein, Jeffrey Heer. IEEE Visual Analytics Science & Technology (VAST), 2012

Balancing Exertion Experiences. Florian Mueller, Frank Vetere, Martin Gibbs, Darren Edge, Stefan Agamanolis, Jennifer Sheridan, Jeffrey Heer. ACM Human Factors in Computing Systems (CHI), 2012

Profiler: Integrated Statistical Analysis and Visualization for Data Quality Assessment. Sean Kandel, Ravi Parikh, Andreas Paepcke, Joseph Hellerstein, Jeffrey Heer. Advanced Visual Interfaces, 2012

GraphPrism: Compact Visualization of Network Structure. Sanjay Kairam, Diana MacLean, Manolis Savva, Jeffrey Heer. Advanced Visual Interfaces, 2012

Termite: Visualization Techniques for Assessing Textual Topic Models. Jason Chuang, Christopher D. Manning, Jeffrey Heer. Advanced Visual Interfaces, 2012

Interpretation and Trust: Designing Model-Driven Visualizations for Text Analysis. Jason Chuang, Daniel Ramage, Christopher D. Manning, Jeffrey Heer. ACM Human Factors in Computing Systems (CHI), 2012

Color Naming Models for Color Selection, Image Editing and Palette Design. Jeffrey Heer, Maureen Stone. ACM Human Factors in Computing Systems (CHI), 2012

Strategies for Crowdsourcing Social Data Analysis. Wesley Willett, Jeffrey Heer, Maneesh Agrawala. ACM Human Factors in Computing Systems (CHI), 2012

Research Directions in Data Wrangling: Visualizations and Transformations for Usable and Credible Data. Sean Kandel, Jeffrey Heer, Catherine Plaisant, Jessie Kennedy, Frank van Ham, Nathalie Henry Riche, Chris Weaver, Bongshin Lee, Dominique Brodbeck, Paolo Buono. Information Visualization Journal, 2011

ReVision: Automated Classification, Analysis and Redesign of Chart Images. Manolis Savva, Nicholas Kong, Arti Chhajta, Li Fei-Fei, Maneesh Agrawala, Jeffrey Heer. ACM User Interface Software & Technology (UIST), 2011

D3: Data-Driven Documents. Michael Bostock, Vadim Ogievetsky, Jeffrey Heer. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2011

An Algorithm and Analysis of Social Topologies from Email and Photo Tags. T. J. Purtell, Diana MacLean, Seng Keat Teh, Sudheendra Hangal, Monica S. Lam, Jeffrey Heer. Workshop on Social Network Mining & Analysis, ACM KDD, 2011

Divided Edge Bundling for Directional Network Data. David Selassie, Brandon Heller, Jeffrey Heer. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2011

MUSE: Reviving Memories Using Email Archives. Sudheendra Hangal, Monica S. Lam, Jeffrey Heer. ACM User Interface Software & Technology (UIST), 2011

Orion: A System for Modeling, Transformation and Visualization of Multidimensional Heterogeneous Networks. Jeffrey Heer, Adam Perer. IEEE Visual Analytics Science & Technology (VAST), 2011

Peripheral Paced Respiration: Influencing User Physiology during Information Work. Neema Moraveji, Ben Olson, Truc Nguyen, Mahmoud Saadat, Yaser Khalighi, Roy Pea, Jeffrey Heer. ACM User Interface Software & Technology (UIST), 2011

Proactive Wrangling: Mixed-Initiative End-User Programming of Data Transformation Scripts. Philip J. Guo, Sean Kandel, Joseph Hellerstein, Jeffrey Heer. ACM User Interface Software & Technology (UIST), 2011

Visualizing Collaboration and Influence in the Open-Source Software Community. Brandon Heller, Eli Marschner, Evan Rosenfeld, Jeffrey Heer. Mining Software Repositories, 2011

CommentSpace: Structured Support for Collaborative Visual Analysis. Wesley Willett, Jeffrey Heer, Joseph Hellerstein, Maneesh Agrawala. ACM Human Factors in Computing Systems (CHI), 2011

Wrangler: Interactive Visual Specification of Data Transformation Scripts. Sean Kandel, Andreas Paepcke, Joseph Hellerstein, Jeffrey Heer. ACM Human Factors in Computing Systems (CHI), 2011

Groups Without Tears: Mining Social Topologies from Email. Diana MacLean, Sudheendra Hangal, Seng Keat Teh, Monica S. Lam, Jeffrey Heer. ACM Intelligent User Interfaces, 2011

A Tour through the Visualization Zoo. Jeffrey Heer, Michael Bostock, Vadim Ogievetsky. Communications of the ACM, 2010

Narrative Visualization: Telling Stories with Data. Edward Segel, Jeffrey Heer. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2010

Declarative Language Design for Interactive Visualization. Jeffrey Heer, Michael Bostock. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2010

Perceptual Guidelines for Creating Rectangular Treemaps. Nicholas Kong, Jeffrey Heer, Maneesh Agrawala. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2010

All Friends are not Equal: Using Weights in Social Graphs to Improve Search. Sudheendra Hangal, Diana MacLean, Monica S. Lam, Jeffrey Heer. Workshop on Social Network Mining & Analysis, ACM KDD, 2010

Crowdsourcing Graphical Perception: Using Mechanical Turk to Assess Visualization Design. Jeffrey Heer, Michael Bostock. ACM Human Factors in Computing Systems (CHI), 2010

Tracing Genealogical Data with TimeNets. Nam Wook Kim, Stuart K. Card, Jeffrey Heer. Advanced Visual Interfaces, 2010

Protovis: A Graphical Toolkit for Visualization. Michael Bostock, Jeffrey Heer. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2009

Topic Modeling for the Social Sciences. Daniel Ramage, Evan Rosen, Jason Chuang, Christopher D. Manning, Daniel A. McFarland. Workshop on Applications for Topic Models, NIPS, 2009

The Design of Sense.us. Jeffrey Heer. Beautiful Data, 2009

Sizing the Horizon: The Effects of Chart Size and Layering on the Graphical Perception of Time Series Visualizations. Jeffrey Heer, Nicholas Kong, Maneesh Agrawala. ACM Human Factors in Computing Systems (CHI), 2009

Voyagers and Voyeurs: Supporting Asynchronous Collaborative Visualization. Jeffrey Heer, Fernanda B. Viégas, Martin Wattenberg. Communications of the ACM, 2009

Generalized Selection via Interactive Query Relaxation. Jeffrey Heer, Maneesh Agrawala, Wesley Willett. ACM Human Factors in Computing Systems (CHI), 2008

A Probabilistic Model of the Categorical Association between Colors. Jason Chuang, Maureen Stone, Pat Hanrahan. Color Imaging Conference, 2008

Design Considerations for Collaborative Visual Analytics. Jeffrey Heer, Maneesh Agrawala. Information Visualization Journal, 2008

Graphical Histories for Visualization: Supporting Analysis, Communication, and Evaluation. Jeffrey Heer, Jock Mackinlay, Chris Stolte, Maneesh Agrawala. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2008

Animated Transitions in Statistical Data Graphics. Jeffrey Heer, George Robertson. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2007

Design Considerations for Collaborative Visual Analytics. Jeffrey Heer, Maneesh Agrawala. IEEE Visual Analytics Science & Technology (VAST), 2007

Voyagers and Voyeurs: Supporting Asynchronous Collaborative Information Visualization. Jeffrey Heer, Fernanda B. Viégas, Martin Wattenberg. ACM Human Factors in Computing Systems (CHI), 2007

Scented Widgets: Improving Navigation Cues with Embedded Visualizations. Wesley Willett, Jeffrey Heer, Maneesh Agrawala. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2007

Momento: Support for Situated Ubicomp Experimentation. Scott Carter, Jennifer Mankoff, Jeffrey Heer. ACM Human Factors in Computing Systems (CHI), 2007

Socializing Visualization. Jeffrey Heer. Social Visualization Workshop, ACM CHI, 2006

Does Binding of Synesthetic Color to the Evoking Grapheme Require Attention?. Noam Sagiv, Lynn Robertson, Jeffrey Heer. Cortex, 2006

Multi-Scale Banking to 45 Degrees. Jeffrey Heer, Maneesh Agrawala. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2006

Profiles as Conversation: Networked Identity Performance on Friendster. danah boyd, Jeffrey Heer. Hawaii International Conference on Systems Sciences (HICSS), 2006

Software Design Patterns for Information Visualization. Jeffrey Heer, Maneesh Agrawala. IEEE Trans. Visualization & Comp. Graphics (Proc. InfoVis), 2006

TimeTree: Exploring Time Changing Hierarchies. Stuart K. Card, Bongwon Suh, Bryan Pendleton, Jeffrey Heer, John W. Bodnar. IEEE Visual Analytics Science & Technology (VAST), 2006

Prefuse: A Toolkit for Interactive Information Visualization. Jeffrey Heer, Stuart K. Card, James A. Landay. ACM Human Factors in Computing Systems (CHI), 2005

Vizster: Visualizing Online Social Networks. Jeffrey Heer, danah boyd. IEEE Information Visualization (InfoVis), 2005

DOITrees Revisited: Scalable, Space-Constrained Visualization of Hierarchical Data. Jeffrey Heer, Stuart K. Card. Advanced Visual Interfaces, 2004

Seeing the Invisible. Jeffrey Heer, Peter Khooshabeh. AVI Workshop on Invisible & Transparent Interfaces, 2004

All Together Now: Visualizing Local and Remote Actors of Localized Activity. Scott Lederer, Jeffrey Heer. ACM Human Factors in Computing Systems (CHI), 2004

Presiding Over Accidents: System Direction of Human Action. Jeffrey Heer, Nathan Good, Ana Ramirez Chang, Marc Davis, Jennifer Mankoff. ACM Human Factors in Computing Systems (CHI), 2004

Wideband Displays: Mitigating Multiple Monitor Seams. Jock Mackinlay, Jeffrey Heer. ACM Human Factors in Computing Systems (CHI), 2004

Efficient User Interest Estimation in Fisheye Views. Jeffrey Heer, Stuart K. Card. ACM Human Factors in Computing Systems (CHI), 2003

liquid: Context-Aware Distributed Queries. Jeffrey Heer, Alan Newberger, Chris Beckmann, Jason I. Hong. Ubiquitous Computing, 2003

LumberJack: Intelligent Discovery and Analysis of Web User Traffic Composition. Ed H. Chi, Adam Rosien, Jeffrey Heer. WEBKDD, 2002

Separating the Swarm: Categorization Methods for User Sessions on the Web. Jeffrey Heer, Ed H. Chi. ACM Human Factors in Computing Systems (CHI), 2002

What Did They Do? Understanding Clickstreams with the WebQuilt Visualization System. Sarah Waterson, Jason I. Hong, Tim Sohn, Jeffrey Heer, Tara Matthews, James A. Landay. Advanced Visual Interfaces, 2002

WebQuilt: A Proxy-based Approach to Remote Web Usability Testing. Jason I. Hong, Jeffrey Heer, Sarah Waterson, James A. Landay. ACM Trans. on Information Systems, 2001