- Enhao Zhang, Maureen Daum, Dong He, Magdalena Balazinska, Brandon Haynes, Ranjay Krishna:
EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions [Technical Report]. CoRR abs/2301.00929 (2023) - Yisu Remy Wang, Max Willsey, Dan Suciu:
Free Join: Unifying Worst-Case Optimal and Traditional Joins. CoRR abs/2301.10841 (2023) - Maureen Daum, Enhao Zhang, Dong He, Stephen Mussmann, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska:
VOCALExplore: Pay-as-You-Go Video Data Exploration and Model Building. CoRR abs/2303.04068 (2023) - Dan Suciu:
Applications of Information Inequalities to Database Theory Problems. CoRR abs/2304.11996 (2023) - Dong He, Jieyu Zhang, Maureen Daum, Alexander Ratner, Magdalena Balazinska:
MaskSearch: Querying Image Masks at Scale. CoRR abs/2305.02375 (2023) - Moe Kayali, Anton Lykov, Ilias Fountalis, Nikolaos Vasiloglou, Dan Olteanu, Dan Suciu:
CHORUS: Foundation Models for Unified Data Discovery and Exploration. CoRR abs/2306.09610 (2023) - Mahmoud Abo Khamis, Vasileios Nakos, Dan Olteanu, Dan Suciu:
Join Size Bounds using Lp-Norms on Degree Sequences. CoRR abs/2306.14075 (2023) - Ahmet Kara, Dan Olteanu, Dan Suciu:
From Shapley Value to Model Counting and Back. CoRR abs/2306.14211 (2023) - Joanna Purich, Arjun Srinivasan, Michael Correll, Leilani Battle, Vidya Setlur, Anamaria Crisan:
Toward a Scalable Census of Dashboard Designs in the Wild: A Case Study with Tableau Public. CoRR abs/2306.16513 (2023) - Leilani Battle, Alvitta Ottley:
What Exactly is an Insight? A Literature Review. CoRR abs/2307.06551 (2023) - Ameya Patil, Zoe Rand, Trevor Branch, Leilani Battle:
WhaleVis: Visualizing the History of Commercial Whaling. CoRR abs/2308.04552 (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 abs/2308.14241 (2023) - Mahmoud Abo Khamis, Ahmet Kara, Dan Olteanu, Dan Suciu:
Insert-Only versus Insert-Delete in Dynamic Query Evaluation. CoRR abs/2312.09331 (2023) - Sanad Saha, Nischal Aryal, Leilani Battle, Arash Termehchy:
How Does User Behavior Evolve During Exploratory Visual Analysis? CoRR abs/2312.09407 (2023) - 2022
- Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter A. Boncz, Surajit Chaudhuri, Alvin Cheung, AnHai Doan, Luna Dong, Michael J. Franklin, Juliana Freire, Alon Y. Halevy, Joseph M. Hellerstein, Stratos Idreos, Donald Kossmann, Tim Kraska, Sailesh Krishnamurthy, Volker Markl, Sergey Melnik, Tova Milo, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Jignesh M. Patel, Andrew Pavlo, Raluca A. Popa, Raghu Ramakrishnan, Christopher Ré, Michael Stonebraker, Dan Suciu:
The Seattle report on database research. Commun. ACM 65(8): 72-79 (2022) - Sneha Gathani, Shayan Monadjemi, Alvitta Ottley, Leilani Battle:
A Grammar-Based Approach for Applying Visualization Taxonomies to Interaction Logs. Comput. Graph. Forum 41(3): 489-500 (2022) - Leilani Battle:
Letter from the Rising Star Award Winner. IEEE Data Eng. Bull. 45(3): 147-148 (2022) - Leilani Battle:
Analyzing online programming communities to enhance visualization languages. Interactions 29(1): 27-29 (2022) - Leilani Battle:
Behavior-driven testing of big data exploration tools. Interactions 29(5): 9-10 (2022) - Leilani Battle, Alvitta Ottley:
Testing theories of task in visual analytics. Interactions 29(3): 22-23 (2022) - Guy Van den Broeck, Anton Lykov, Maximilian Schleich, Dan Suciu:
On the Tractability of SHAP Explanations. J. Artif. Intell. Res. 74: 851-886 (2022) - Batya Kenig, Dan Suciu:
Integrity Constraints Revisited: From Exact to Approximate Implication. Log. Methods Comput. Sci. 18(1) (2022) - Bas Ketsman, Dan Suciu, Yufei Tao:
A Near-Optimal Parallel Algorithm for Joining Binary Relations. Log. Methods Comput. Sci. 18(2) (2022) - Magdalena Balazinska, Surajit Chaudhuri, AnHai Doan, Joseph M. Hellerstein, Hanuma Kodavalla, Ippokratis Pandis, Matei Zaharia:
Cloud Data Systems: What are the Opportunities for the Database Research Community? Proc. VLDB Endow. 15(12): 3826-3827 (2022) - Zixuan Geng, Maximilian Schleich, Dan Suciu:
Computing Rule-Based Explanations by Leveraging Counterfactuals. Proc. VLDB Endow. 16(3): 420-432 (2022) - Moe Kayali, Dan Suciu:
Quasi-stable Coloring for Graph Compression: Approximating Max-Flow, Linear Programs, and Centrality. Proc. VLDB Endow. 16(4): 803-815 (2022) - Mahmoud Abo Khamis, Hung Q. Ngo, Reinhard Pichler, Dan Suciu, Yisu Remy Wang:
Datalog in Wonderland. SIGMOD Rec. 51(2): 6-17 (2022) - Zehua Zeng, Phoebe Moh, Fan Du, Jane Hoffswell, Tak Yeon Lee, Sana Malik, Eunyee Koh, Leilani Battle:
An Evaluation-Focused Framework for Visualization Recommendation Algorithms. IEEE Trans. Vis. Comput. Graph. 28(1): 346-356 (2022) - Magdalena Balazinska, Xiaofang Zhou:
Editorial for S.I.: VLDB 2020. VLDB J. 31(6): 1237-1238 (2022) - Calvin S. Bao, Siyao Li, Sarah G. Flores, Michael Correll, Leilani Battle:
Recommendations for Visualization Recommendations: Exploring Preferences and Priorities in Public Health. CHI 2022: 411:1-411:17