Leilani Battle

94 papers A* 9A 4B 3Journal 60Unranked 17
YearRankTypeTitle / Venue / Authors
2026 A* conf
Evaluating Behavior Change Interventions for Responsible Data Science.
CHI
Ziwei Dong, Keke Wu, Leilani Battle, Emily Wall
2025 J jnl
A Crowdsourced Study of ChatBot Influence in Value-Driven Decision Making Scenarios.
CoRR
Anthony Wise, Xinyi Zhou, Martin Reimann, Anind K. Dey, Leilani Battle
2025 A conf
A Design Space of Behavior Change Interventions for Responsible Data Science.
IUI
Ziwei Dong, Teanna Barrett, Ameya B. Patil, Yuichi Shoda, Leilani Battle, Emily Wall
2025 — conf
African Data Ethics: A Discursive Framework for Black Decolonial AI.
FAccT
Teanna Barrett, Chinasa T. Okolo, B. Biira, Eman Sherif, Amy X. Zhang, Leilani Battle
2025 J jnl
African Data Ethics: A Discursive Framework for Black Decolonial Data Science.
CoRR
Teanna Barrett, Chinasa T. Okolo, B. Biira, Eman Sherif, Amy X. Zhang, Leilani Battle
2025 J jnl
An Adaptive Benchmark for Modeling User Exploration of Large Datasets.
Proc. ACM Manag. Data
Joanna Purich, Anthony Wise, Leilani Battle
2025 A conf
Analyzing the Shifts in Users Data Focus in Exploratory Visual Analysis.
IUI
Sanad Saha, Nischal Aryal, Leilani Battle, Arash Termehchy
2025 J jnl
Behavior Matters: An Alternative Perspective on Promoting Responsible Data Science.
Proc. ACM Hum. Comput. Interact.
Ziwei Dong, Ameya B. Patil, Yuichi Shoda, Leilani Battle, Emily Wall
2025 J jnl
DracoGPT: Extracting Visualization Design Preferences from Large Language Models.
IEEE Trans. Vis. Comput. Graph.
Huichen Will Wang, Mitchell Gordon, Leilani Battle, Jeffrey Heer
2025 J jnl
From Dashboard Zoo to Census: A Case Study With Tableau Public.
IEEE Trans. Vis. Comput. Graph.
Arjun Srinivasan, Joanna Purich, Michael Correll, Leilani Battle, Vidya Setlur, Anamaria Crisan
2025 J jnl
Unveiling How Examples Shape Visualization Design Outcomes.
IEEE Trans. Vis. Comput. Graph.
Hannah K. Bako, Xinyi Liu, Grace Ko, Hyemi Song, Leilani Battle, Zhicheng Liu
2024 J jnl
A Systematic Review of Visualization Recommendation Systems: Goals, Strategies, Interfaces, and Evaluations.
Found. Trends Databases
Zehua Zeng, Leilani Battle
2024 J jnl
Behavior Matters: An Alternative Perspective on Promoting Responsible Data Science.
CoRR
Ziwei Dong, Ameya B. Patil, Yuichi Shoda, Leilani Battle, Emily Wall
2024 B conf
Considering Visualization Example Galleries.
VL/HCC
Junran Yang, Andrew M. McNutt, Leilani Battle
2024 J jnl
Considering Visualization Example Galleries.
CoRR
Junran Yang, Andrew M. McNutt, Leilani Battle
2024 J jnl
DracoGPT: Extracting Visualization Design Preferences from Large Language Models.
CoRR
Huichen Will Wang, Mitchell Gordon, Leilani Battle, Jeffrey Heer
2024 J jnl
How do Observable Users Decompose D3 Code? An Exploratory Study.
CoRR
Melissa Lin, Heer Patel, Medina Lamkin, Tukey Tu, Hannah K. Bako, Soham Raut, Leilani Battle
2024 J jnl
Lodestar: Supporting rapid prototyping of data science workflows through data-driven analysis recommendations.
Inf. Vis.
Deepthi Raghunandan, Zhe Cui, Kartik Krishnan, Segen Tirfe, Shenzhi Shi, Tejaswi Darshan Shrestha, Leilani Battle, Niklas Elmqvist
2024 J jnl
Optimizing Dataflow Systems for Scalable Interactive Visualization.
CoRR
Junran Yang, Hyekang Kevin Joo, Sai S. Yerramreddy, Dominik Moritz, Leilani Battle
2024 J jnl
Optimizing Dataflow Systems for Scalable Interactive Visualization.
Proc. ACM Manag. Data
Junran Yang, Hyekang Kevin Joo, Sai S. Yerramreddy, Dominik Moritz, Leilani Battle
2024 — conf
ShiftScope: Adapting Visualization Recommendations to Users' Dynamic Data Focus.
SIGMOD Conference Companion
Sanad Saha, Nischal Aryal, Leilani Battle, Arash Termehchy
2024 J jnl
Too Many Cooks: Exploring How Graphical Perception Studies Influence Visualization Recommendations in Draco.
IEEE Trans. Vis. Comput. Graph.
Zehua Zeng, Junran Yang, Dominik Moritz, Jeffrey Heer, Leilani Battle
2024 A* conf
User Learning In Interactive Data Exploration.
ICDE
Sanad Saha, Nischal Aryal, Leilani Battle, Arash Termehchy
2024 J jnl
What Do We Mean When We Say "Insight"? A Formal Synthesis of Existing Theory.
IEEE Trans. Vis. Comput. Graph.
Leilani Battle, Alvitta Ottley
2023 A* conf
A Review and Collation of Graphical Perception Knowledge for Visualization Recommendation.
CHI
Zehua Zeng, Leilani Battle
2023 A* conf
Code Code Evolution: Understanding How People Change Data Science Notebooks Over Time.
CHI
Deepthi Raghunandan, Aayushi Roy, Shenzhi Shi, Niklas Elmqvist, Leilani Battle
2023 J jnl
How Does User Behavior Evolve During Exploratory Visual Analysis?
CoRR
Sanad Saha, Nischal Aryal, Leilani Battle, Arash Termehchy
2023 B conf
How I Met Your Data Science Team: A Tale of Effective Communication.
VL/HCC
Aayushi Roy, Deepthi Raghunandan, Niklas Elmqvist, Leilani Battle
2023 J jnl
Measuring How Data Science Notebooks Evolve Over Time.
Interactions
Deepthi Raghunandan, Niklas Elmqvist, Leilani Battle
2023 J jnl
Too Many Cooks: Exploring How Graphical Perception Studies Influence Visualization Recommendations in Draco.
CoRR
Zehua Zeng, Junran Yang, Dominik Moritz, Jeffrey Heer, Leilani Battle
2023 J jnl
Toward a Scalable Census of Dashboard Designs in the Wild: A Case Study with Tableau Public.
CoRR
Joanna Purich, Arjun Srinivasan, Michael Correll, Leilani Battle, Vidya Setlur, Anamaria Crisan
2023 J jnl
Understanding how Designers Find and Use Data Visualization Examples.
IEEE Trans. Vis. Comput. Graph.
Hannah K. Bako, Xinyi Liu, Leilani Battle, Zhicheng Liu
2023 A conf
User-Driven Support for Visualization Prototyping in D3.
IUI
Hannah K. Bako, Alisha Varma, Anuoluwapo Faboro, Mahreen Haider, Favour Nerrise, Bissaka Kenah, John P. Dickerson, Leilani Battle
2023 J jnl
Using Graphical Perception in Visualization Recommendation.
Interactions
Zehua Zeng, Leilani Battle
2023 J jnl
Visualizing Historical Whaling Voyages over Time.
Interactions
Leilani Battle, Ameya B. Patil, Trevor A. Branch, Zoe Rand
2023 — conf
WhaleVis: Visualizing the History of Commercial Whaling.
IEEE VIS (Short Papers)
Ameya B. Patil, Zoe Rand, Trevor Branch, Leilani Battle
2023 J jnl
WhaleVis: Visualizing the History of Commercial Whaling.
CoRR
Ameya B. Patil, Zoe Rand, Trevor Branch, Leilani Battle
2023 — conf
What Exactly is an Insight? A Literature Review.
IEEE VIS (Short Papers)
Leilani Battle, Alvitta Ottley
2023 J jnl
What Exactly is an Insight? A Literature Review.
CoRR
Leilani Battle, Alvitta Ottley
2022 J jnl
A Grammar-Based Approach for Applying Visualization Taxonomies to Interaction Logs.
Comput. Graph. Forum
Sneha Gathani, Shayan Monadjemi, Alvitta Ottley, Leilani Battle
2022 J jnl
A Programmatic Approach to Applying Visualization Taxonomies to Interaction Logs.
CoRR
Sneha Gathani, Shayan Monadjemi, Alvitta Ottley, Leilani Battle
2022 J jnl
A Programmatic Definition of Visualization Tasks, Insights, and Objectives.
CoRR
Leilani Battle, Alvitta Ottley
2022 J jnl
An Adaptive Benchmark for Modeling User Exploration of Large Datasets.
CoRR
Joanna Purich, Hira Mahmood, Diana Chou, Chidi Udeze, Leilani Battle
2022 J jnl
An Evaluation-Focused Framework for Visualization Recommendation Algorithms.
IEEE Trans. Vis. Comput. Graph.
Zehua Zeng, Phoebe Moh, Fan Du, Jane Hoffswell, Tak Yeon Lee, Sana Malik, Eunyee Koh, Leilani Battle
2022 J jnl
Analyzing online programming communities to enhance visualization languages.
Interactions
Leilani Battle
2022 J jnl
Behavior-driven testing of big data exploration tools.
Interactions
Leilani Battle
2022 J jnl
Code Code Evolution: Understanding How People Change Data Science Notebooks Over Time.
CoRR
Deepthi Raghunandan, Aayushi Roy, Shenzhi Shi, Niklas Elmqvist, Leilani Battle
2022 — conf
Demonstration of VegaPlus: Optimizing Declarative Visualization Languages.
SIGMOD Conference
Junran Yang, Hyekang Kevin Joo, Sai S. Yerramreddy, Siyao Li, Dominik Moritz, Leilani Battle
2022 — conf
Exploring D3 Implementation Challenges on Stack Overflow.
IEEE VIS (Short Papers)
Leilani Battle, Danni Feng, Kelli Webber
2022 J jnl
How Do Data Science Workers Communicate Intermediate Results?
CoRR
Rock Yuren Pang, Ruotong Wang, Joely Nelson, Leilani Battle
2022 A conf
Kyrix-J: Visual Discovery of Connected Datasets in a Data Lake.
CIDR
Wenbo Tao, Adam Sah, Leilani Battle, Remco Chang, Michael Stonebraker
2022 J jnl
Letter from the Rising Star Award Winner.
IEEE Data Eng. Bull.
Leilani Battle
2022 J jnl
Lodestar: Supporting Independent Learning and Rapid Experimentation Through Data-Driven Analysis Recommendations.
CoRR
Deepthi Raghunandan, Zhe Cui, Kartik Krishnan, Segen Tirfe, Shenzhi Shi, Tejaswi Darshan Shrestha, Leilani Battle, Niklas Elmqvist
2022 A* conf
Recommendations for Visualization Recommendations: Exploring Preferences and Priorities in Public Health.
CHI
Calvin S. Bao, Siyao Li, Sarah G. Flores, Michael Correll, Leilani Battle
2022 J jnl
Recommendations for Visualization Recommendations: Exploring Preferences and Priorities in Public Health.
CoRR
Calvin S. Bao, Siyao Li, Sarah G. Flores, Michael Correll, Leilani Battle
2022 J jnl
Scalable Vega: Optimizing Declarative Visualization Languages.
CoRR
Junran Yang, Hyekang Kevin Joo, Sai S. Yerramreddy, Siyao Li, Dominik Moritz, Leilani Battle
2022 — conf
Streamlining Visualization Authoring in D3 Through User-Driven Templates.
IEEE VIS (Short Papers)
Hannah K. Bako, Alisha Varma, Anuoluwapo Faboro, Mahreen Haider, Favour Nerrise, Bissaka Kenah, Leilani Battle
2022 J jnl
Streamlining Visualization Authoring in D3 Through User-Driven Templates.
CoRR
Hannah K. Bako, Alisha Varma, Anuoluwapo Faboro, Mahreen Haider, Favour Nerrise, Bissaka Kenah, Leilani Battle
2022 J jnl
Testing theories of task in visual analytics.
Interactions
Leilani Battle, Alvitta Ottley
2022 — conf
The DB Community vis-à-vis Environmental, Health, and Societal Grand Challenges: Innovation Engine, Plumber, or Bystander?
SIGMOD Conference
Anastasia Ailamaki, Leilani Battle, Johannes Gehrke, Masaru Kitsuregawa, David Maier, Christopher Ré, Meihui Zhang, Magdalena Balazinska
2022 — conf
Toward an Interaction-Driven Framework for Modeling Big Data Visualization Systems.
EuroVis (Posters)
Dario Benvenuti, Giovanni Fiordeponti, Hao Cheng, Tiziana Catarci, Jean-Daniel Fekete, Giuseppe Santucci, Marco Angelini, Leilani Battle
2021 J jnl
A Structured Review of Data Management Technology for Interactive Visualization and Analysis.
IEEE Trans. Vis. Comput. Graph.
Leilani Battle, Carlos Scheidegger
2021 J jnl
An Evaluation-Focused Framework for Visualization Recommendation Algorithms.
CoRR
Zehua Zeng, Phoebe Moh, Fan Du, Jane Hoffswell, Tak Yeon Lee, Sana Malik, Eunyee Koh, Leilani Battle
2021 J jnl
Are We There Yet? A Review on Existing Perceptual Theory and Experiment Support for Visualization Recommendation Systems.
CoRR
Zehua Zeng, Minhui Xie, Matthew Gouzoulis, Leilani Battle
2021 J jnl
Exploring Visualization Implementation Challenges Faced by D3 Users Online.
CoRR
Leilani Battle, Danni Feng, Kelli Webber
2021 J jnl
Guided Hyperparameter Tuning Through Visualization and Inference.
CoRR
Hyekang Joo, Calvin Bao, Ishan Sen, Furong Huang, Leilani Battle
2021 J jnl
Kyrix-S: Authoring Scalable Scatterplot Visualizations of Big Data.
IEEE Trans. Vis. Comput. Graph.
Wenbo Tao, Xinli Hou, Adam Sah, Leilani Battle, Remco Chang, Michael Stonebraker
2021 J jnl
User-Driven Programming Support for Rapid Visualization Authoring in D3.
CoRR
Hannah K. Bako, Alisha Varma, Anuoluwapo Faboro, Mahreen Haider, Favour Nerrise, John P. Dickerson, Leilani Battle
2021 A* conf
Vis Ex Machina: An Analysis of Trust in Human versus Algorithmically Generated Visualization Recommendations.
CHI
Rachael Zehrung, Astha Singhal, Michael Correll, Leilani Battle
2021 J jnl
Vis Ex Machina: An Analysis of Trust in Human versus Algorithmically Generated Visualization Recommendations.
CoRR
Rachael Zehrung, Astha Singhal, Michael Correll, Leilani Battle
2020 — conf
Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data.
SIGMOD Conference
Leilani Battle, Philipp Eichmann, Marco Angelini, Tiziana Catarci, Giuseppe Santucci, Yukun Zheng, Carsten Binnig, Jean-Daniel Fekete, Dominik Moritz
2020 A* conf
Debugging Database Queries: A Survey of Tools, Techniques, and Users.
CHI
Sneha Gathani, Peter Lim, Leilani Battle
2020 J jnl
Kyrix-S: Authoring Scalable Scatterplot Visualizations of Big Data.
CoRR
Wenbo Tao, Xinli Hou, Adam Sah, Leilani Battle, Remco Chang, Michael Stonebraker
2020 J jnl
The Role of Latency and Task Complexity in Predicting Visual Search Behavior.
IEEE Trans. Vis. Comput. Graph.
Leilani Battle, R. Jordan Crouser, Audace Nakeshimana, Ananda Montoly, Remco Chang, Michael Stonebraker
2019 J jnl
A Provenance Task Abstraction Framework.
IEEE Computer Graphics and Applications
Christian Bors, John E. Wenskovitch, Michelle Dowling, Simon Attfield, Leilani Battle, Alex Endert, Olga Kulyk, Robert S. Laramee
2019 J jnl
Characterizing Exploratory Visual Analysis: A Literature Review and Evaluation of Analytic Provenance in Tableau.
Comput. Graph. Forum
Leilani Battle, Jeffrey Heer
2019 — conf
International Workshop on Human-In-the-Loop Data Analytics (HILDA).
SIGMOD Conference
Leilani Battle, Surajit Chaudhuri, Arnab Nandi
2019 J jnl
Kyrix: Interactive Pan/Zoom Visualizations at Scale.
Comput. Graph. Forum
Wenbo Tao, Xiaoyu Liu, Yedi Wang, Leilani Battle, Çagatay Demiralp, Remco Chang, Michael Stonebraker
2019 J jnl
Smile: A System to Support Machine Learning on EEG Data at Scale.
Proc. VLDB Endow.
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
2018 A* conf
Beagle: Automated Extraction and Interpretation of Visualizations from the Web.
CHI
Leilani Battle, Peitong Duan, Zachery Miranda, Dana Mukusheva, Remco Chang, Michael Stonebraker
2018 — conf
Evaluating Visual Data Analysis Systems: A Discussion Report.
HILDA@SIGMOD
Leilani Battle, Marco Angelini, Carsten Binnig, Tiziana Catarci, Philipp Eichmann, Jean-Daniel Fekete, Giuseppe Santucci, Michael Sedlmair, Wesley Willett
2017 J jnl
Beagle: Automated Extraction and Interpretation of Visualizations from the Web.
CoRR
Leilani Battle, Peitong Duan, Zachery Miranda, Dana Mukusheva, Remco Chang, Michael Stonebraker
2017 — —
Behavior-driven optimization techniques for scalable data exploration.
Leilani Battle
2017 — conf
Position statement: The case for a visualization performance benchmark.
DSIA
Leilani Battle, Remco Chang, Jeffrey Heer, Mike Stonebraker
2016 — conf
Dynamic Prefetching of Data Tiles for Interactive Visualization.
SIGMOD Conference
Leilani Battle, Remco Chang, Michael Stonebraker
2016 A* conf
Making Sense of Temporal Queries with Interactive Visualization.
CHI
Leilani Battle, Danyel Fisher, Robert DeLine, Mike Barnett, Badrish Chandramouli, Jonathan Goldstein
2015 — conf
Skew-Aware Join Optimization for Array Databases.
SIGMOD Conference
Jennie Duggan, Olga Papaemmanouil, Leilani Battle, Michael Stonebraker
2014 J jnl
Indexing Cost Sensitive Prediction.
CoRR
Leilani Battle, Edward Benson, Aditya G. Parameswaran, Eugene Wu
2014 J jnl
The Case for Data Visualization Management Systems.
Proc. VLDB Endow.
Eugene Wu, Leilani Battle, Samuel Madden
2013 — conf
Dynamic reduction of query result sets for interactive visualizaton.
IEEE BigData
Leilani Battle, Michael Stonebraker, Remco Chang
2013 J jnl
SciDB DBMS Research at M.I.T.
IEEE Data Eng. Bull.
Michael Stonebraker, Jennie Duggan, Leilani Battle, Olga Papaemmanouil
2011 — conf
Automatic example queries for ad hoc databases.
SIGMOD Conference
Bill Howe, Garrett Cole, Nodira Khoussainova, Leilani Battle
2011 B conf
Database-as-a-Service for Long-Tail Science.
SSDBM
Bill Howe, Garrett Cole, Emad Soroush, Paraschos Koutris, Alicia Key, Nodira Khoussainova, Leilani Battle
2009 J jnl
Building the Internet of Things Using RFID: The RFID Ecosystem Experience.
IEEE Internet Comput.
Evan Welbourne, Leilani Battle, Garrett Cole, Kayla Gould, Kyle Rector, Samuel Raymer, Magdalena Balazinska, Gaetano Borriello