Leilani Battle

According to our database, Leilani Battle authored at least 72 papers between 2009 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

DracoGPT: Extracting Visualization Design Preferences from Large Language Models.

Huichen Will Wang, Mitchell Gordon, Leilani Battle, Jeffrey Heer

IEEE Trans. Vis. Comput. Graph., January, 2025

Unveiling How Examples Shape Visualization Design Outcomes.

Hannah K. Bako, Xinyi Liu, Grace Ko, Hyemi Song, Leilani Battle, Zhicheng Liu

IEEE Trans. Vis. Comput. Graph., January, 2025

2024

What Do We Mean When We Say "Insight"? A Formal Synthesis of Existing Theory.

Leilani Battle, Alvitta Ottley

IEEE Trans. Vis. Comput. Graph., September, 2024

Optimizing Dataflow Systems for Scalable Interactive Visualization.

Junran Yang, Hyekang Kevin Joo, Sai S. Yerramreddy, Dominik Moritz, Leilani Battle

Proc. ACM Manag. Data, February, 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. Vis. Comput. Graph., January, 2024

Lodestar: Supporting rapid prototyping of data science workflows through data-driven analysis recommendations.

Deepthi Raghunandan, Zhe Cui, Kartik Krishnan, Segen Tirfe, Shenzhi Shi, Tejaswi Darshan Shrestha, Leilani Battle, Niklas Elmqvist

Inf. Vis., January, 2024

A Systematic Review of Visualization Recommendation Systems: Goals, Strategies, Interfaces, and Evaluations.

Zehua Zeng, Leilani Battle

Found. Trends Databases, 2024

Behavior Matters: An Alternative Perspective on Promoting Responsible Data Science.

Ziwei Dong, Ameya Patil, Yuichi Shoda, Leilani Battle, Emily Wall

CoRR, 2024

How do Observable Users Decompose D3 Code? An Exploratory Study.

Melissa Lin, Heer Patel, Medina Lamkin, Tukey Tu, Hannah K. Bako, Soham Raut, Leilani Battle

CoRR, 2024

Considering Visualization Example Galleries.

Junran Yang, Andrew M. McNutt, Leilani Battle

Proceedings of the 2024 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC), 2024

ShiftScope: Adapting Visualization Recommendations to Users' Dynamic Data Focus.

Sanad Saha, Nischal Aryal, Leilani Battle, Arash Termehchy

Proceedings of the Companion of the 2024 International Conference on Management of Data, 2024

User Learning In Interactive Data Exploration.

Sanad Saha, Nischal Aryal, Leilani Battle, Arash Termehchy

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

Understanding how Designers Find and Use Data Visualization Examples.

Hannah K. Bako, Xinyi Liu, Leilani Battle, Zhicheng Liu

IEEE Trans. Vis. Comput. Graph., 2023

Using Graphical Perception in Visualization Recommendation.

Zehua Zeng, Leilani Battle

Interactions, 2023

Measuring How Data Science Notebooks Evolve Over Time.

Deepthi Raghunandan, Niklas Elmqvist, Leilani Battle

Interactions, 2023

Visualizing Historical Whaling Voyages over Time.

Leilani Battle, Ameya Patil, Trevor A. Branch, Zoe Rand

Interactions, 2023

How Does User Behavior Evolve During Exploratory Visual Analysis?

Sanad Saha, Nischal Aryal, Leilani Battle, Arash Termehchy

CoRR, 2023

Toward a Scalable Census of Dashboard Designs in the Wild: A Case Study with Tableau Public.

Joanna Purich, Arjun Srinivasan, Michael Correll, Leilani Battle, Vidya Setlur, Anamaria Crisan

CoRR, 2023

How I Met Your Data Science Team: A Tale of Effective Communication.

Aayushi Roy, Deepthi Raghunandan, Niklas Elmqvist, Leilani Battle

Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing, 2023

WhaleVis: Visualizing the History of Commercial Whaling.

Ameya Patil, Zoe Rand, Trevor Branch, Leilani Battle

Proceedings of the 2023 IEEE Visualization and Visual Analytics (VIS), 2023

What Exactly is an Insight? A Literature Review.

Leilani Battle, Alvitta Ottley

Proceedings of the 2023 IEEE Visualization and Visual Analytics (VIS), 2023

User-Driven Support for Visualization Prototyping in D3.

Hannah K. Bako, Alisha Varma, Anuoluwapo Faboro, Mahreen Haider, Favour Nerrise, Bissaka Kenah, John P. Dickerson, Leilani Battle

Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

A Review and Collation of Graphical Perception Knowledge for Visualization Recommendation.

Zehua Zeng, Leilani Battle

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

Code Code Evolution: Understanding How People Change Data Science Notebooks Over Time.

Deepthi Raghunandan, Aayushi Roy, Shenzhi Shi, Niklas Elmqvist, Leilani Battle

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

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. Vis. Comput. Graph., 2022

Testing theories of task in visual analytics.

Leilani Battle, Alvitta Ottley

Interactions, 2022

Behavior-driven testing of big data exploration tools.

Leilani Battle

Interactions, 2022

Analyzing online programming communities to enhance visualization languages.

Leilani Battle

Interactions, 2022

Letter from the Rising Star Award Winner.

Leilani Battle

IEEE Data Eng. Bull., 2022

How Do Data Science Workers Communicate Intermediate Results?

Rock Yuren Pang, Ruotong Wang, Joely Nelson, Leilani Battle

CoRR, 2022

A Programmatic Definition of Visualization Tasks, Insights, and Objectives.

Leilani Battle, Alvitta Ottley

CoRR, 2022

Lodestar: Supporting Independent Learning and Rapid Experimentation Through Data-Driven Analysis Recommendations.

Deepthi Raghunandan, Zhe Cui, Kartik Krishnan, Segen Tirfe, Shenzhi Shi, Tejaswi Darshan Shrestha, Leilani Battle, Niklas Elmqvist

CoRR, 2022

An Adaptive Benchmark for Modeling User Exploration of Large Datasets.

Joanna Purich, Hira Mahmood, Diana Chou, Chidi Udeze, Leilani Battle

CoRR, 2022

Scalable Vega: Optimizing Declarative Visualization Languages.

Junran Yang, Hyekang Kevin Joo, Sai S. Yerramreddy, Siyao Li, Dominik Moritz, Leilani Battle

CoRR, 2022

A Programmatic Approach to Applying Visualization Taxonomies to Interaction Logs.

Sneha Gathani, Shayan Monadjemi, Alvitta Ottley, Leilani Battle

CoRR, 2022

A Grammar-Based Approach for Applying Visualization Taxonomies to Interaction Logs.

Sneha Gathani, Shayan Monadjemi, Alvitta Ottley, Leilani Battle

Comput. Graph. Forum, 2022

Exploring D3 Implementation Challenges on Stack Overflow.

Leilani Battle, Danni Feng, Kelli Webber

Proceedings of the 2022 IEEE Visualization and Visual Analytics (VIS), 2022

Streamlining Visualization Authoring in D3 Through User-Driven Templates.

Hannah K. Bako, Alisha Varma, Anuoluwapo Faboro, Mahreen Haider, Favour Nerrise, Bissaka Kenah, Leilani Battle

Proceedings of the 2022 IEEE Visualization and Visual Analytics (VIS), 2022

Toward an Interaction-Driven Framework for Modeling Big Data Visualization Systems.

Dario Benvenuti, Giovanni Fiordeponti, Hao Cheng, Tiziana Catarci, Jean-Daniel Fekete, Giuseppe Santucci, Marco Angelini, Leilani Battle

Proceedings of the 24th Eurographics Conference on Visualization, 2022

Demonstration of VegaPlus: Optimizing Declarative Visualization Languages.

Junran Yang, Hyekang Kevin Joo, Sai S. Yerramreddy, Siyao Li, Dominik Moritz, Leilani Battle

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

The DB Community vis-à-vis Environmental, Health, and Societal Grand Challenges: Innovation Engine, Plumber, or Bystander?

Anastasia Ailamaki, Leilani Battle, Johannes Gehrke, Masaru Kitsuregawa, David Maier, Christopher Ré, Meihui Zhang, Magdalena Balazinska

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Kyrix-J: Visual Discovery of Connected Datasets in a Data Lake.

Wenbo Tao, Adam Sah, Leilani Battle, Remco Chang, Michael Stonebraker

Proceedings of the 12th Conference on Innovative Data Systems Research, 2022

Recommendations for Visualization Recommendations: Exploring Preferences and Priorities in Public Health.

Calvin S. Bao, Siyao Li, Sarah G. Flores, Michael Correll, Leilani Battle

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021

Kyrix-S: Authoring Scalable Scatterplot Visualizations of Big Data.

Wenbo Tao, Xinli Hou, Adam Sah, Leilani Battle, Remco Chang, Michael Stonebraker

IEEE Trans. Vis. Comput. Graph., 2021

A Structured Review of Data Management Technology for Interactive Visualization and Analysis.

Leilani Battle, Carlos Scheidegger

IEEE Trans. Vis. Comput. Graph., 2021

User-Driven Programming Support for Rapid Visualization Authoring in D3.

Hannah K. Bako, Alisha Varma, Anuoluwapo Faboro, Mahreen Haider, Favour Nerrise, John P. Dickerson, Leilani Battle

CoRR, 2021

Are We There Yet? A Review on Existing Perceptual Theory and Experiment Support for Visualization Recommendation Systems.

Zehua Zeng, Minhui Xie, Matthew Gouzoulis, Leilani Battle

CoRR, 2021

Exploring Visualization Implementation Challenges Faced by D3 Users Online.

Leilani Battle, Danni Feng, Kelli Webber

CoRR, 2021

Guided Hyperparameter Tuning Through Visualization and Inference.

Hyekang Joo, Calvin Bao, Ishan Sen, Furong Huang, Leilani Battle

CoRR, 2021

Vis Ex Machina: An Analysis of Trust in Human versus Algorithmically Generated Visualization Recommendations.

Rachael Zehrung, Astha Singhal, Michael Correll, Leilani Battle

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020

The Role of Latency and Task Complexity in Predicting Visual Search Behavior.

Leilani Battle, R. Jordan Crouser, Audace Nakeshimana, Ananda Montoly, Remco Chang, Michael Stonebraker

IEEE Trans. Vis. Comput. Graph., 2020

Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data.

Leilani Battle, Philipp Eichmann, Marco Angelini, Tiziana Catarci, Giuseppe Santucci, Yukun Zheng, Carsten Binnig, Jean-Daniel Fekete, Dominik Moritz

Proceedings of the 2020 International Conference on Management of Data, 2020

Debugging Database Queries: A Survey of Tools, Techniques, and Users.

Sneha Gathani, Peter Lim, Leilani Battle

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019

Smile: A System to Support Machine Learning on EEG Data at Scale.

Lei Cao, Wenbo Tao, Sungtae An, Jing Jin, Yizhou Yan, Xiaoyu Liu, Wendong Ge, Adam Sah, Leilani Battle, Jimeng Sun, Remco Chang, M. Brandon Westover, Samuel Madden, Michael Stonebraker

Proc. VLDB Endow., 2019

Kyrix: Interactive Pan/Zoom Visualizations at Scale.

Wenbo Tao, Xiaoyu Liu, Yedi Wang, Leilani Battle, Çagatay Demiralp, Remco Chang, Michael Stonebraker

Comput. Graph. Forum, 2019

Characterizing Exploratory Visual Analysis: A Literature Review and Evaluation of Analytic Provenance in Tableau.

Leilani Battle, Jeffrey Heer

Comput. Graph. Forum, 2019

A Provenance Task Abstraction Framework.

Christian Bors, John E. Wenskovitch, Michelle Dowling, Simon Attfield, Leilani Battle, Alex Endert, Olga Kulyk, Robert S. Laramee

IEEE Computer Graphics and Applications, 2019

International Workshop on Human-In-the-Loop Data Analytics (HILDA).

Leilani Battle, Surajit Chaudhuri, Arnab Nandi

Proceedings of the 2019 International Conference on Management of Data, 2019

2018

Evaluating Visual Data Analysis Systems: A Discussion Report.

Leilani Battle, Marco Angelini, Carsten Binnig, Tiziana Catarci, Philipp Eichmann, Jean-Daniel Fekete, Giuseppe Santucci, Michael Sedlmair, Wesley Willett

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2018

Beagle: Automated Extraction and Interpretation of Visualizations from the Web.

Leilani Battle, Peitong Duan, Zachery Miranda, Dana Mukusheva, Remco Chang, Michael Stonebraker

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017

Behavior-driven optimization techniques for scalable data exploration.

Leilani Battle

PhD thesis, 2017

Position statement: The case for a visualization performance benchmark.

Leilani Battle, Remco Chang, Jeffrey Heer, Mike Stonebraker

Proceedings of the IEEE Workshop on Data Systems for Interactive Analysis, 2017

2016

Dynamic Prefetching of Data Tiles for Interactive Visualization.

Leilani Battle, Remco Chang, Michael Stonebraker

Proceedings of the 2016 International Conference on Management of Data, 2016

Making Sense of Temporal Queries with Interactive Visualization.

Leilani Battle, Danyel Fisher, Robert DeLine, Mike Barnett, Badrish Chandramouli, Jonathan Goldstein

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2015

Skew-Aware Join Optimization for Array Databases.

Jennie Duggan, Olga Papaemmanouil, Leilani Battle, Michael Stonebraker

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

2014

The Case for Data Visualization Management Systems.

Eugene Wu, Leilani Battle, Samuel Madden

Proc. VLDB Endow., 2014

Indexing Cost Sensitive Prediction.

Leilani Battle, Edward Benson, Aditya G. Parameswaran, Eugene Wu

CoRR, 2014

2013

SciDB DBMS Research at M.I.T.

Michael Stonebraker, Jennie Duggan, Leilani Battle, Olga Papaemmanouil

IEEE Data Eng. Bull., 2013

Dynamic reduction of query result sets for interactive visualizaton.

Leilani Battle, Michael Stonebraker, Remco Chang

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2011

Database-as-a-Service for Long-Tail Science.

Bill Howe, Garrett Cole, Emad Soroush, Paraschos Koutris, Alicia Key, Nodira Khoussainova, Leilani Battle

Proceedings of the Scientific and Statistical Database Management, 2011

Automatic example queries for ad hoc databases.

Bill Howe, Garrett Cole, Nodira Khoussainova, Leilani Battle

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

2009

Building the Internet of Things Using RFID: The RFID Ecosystem Experience.

Evan Welbourne, Leilani Battle, Garrett Cole, Kayla Gould, Kyle Rector, Samuel Raymer, Magdalena Balazinska, Gaetano Borriello

IEEE Internet Comput., 2009