Gerardo Vitagliano

According to our database, Gerardo Vitagliano authored at least 17 papers between 2019 and 2025.

Collaborative distances:

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

2025

KramaBench: A Benchmark for AI Systems on Data-to-Insight Pipelines over Data Lakes.

Eugenie Lai, Gerardo Vitagliano, Ziyu Zhang, Sivaprasad Sudhir, Om Chabra, Anna Zeng, Anton A. Zabreyko, Chenning Li, Ferdi Kossmann, Jialin Ding, Jun Chen, Markos Markakis, Matthew Russo, Weiyang Wang, Ziniu Wu, Michael J. Cafarella, Lei Cao, Samuel Madden, Tim Kraska

CoRR, June, 2025

Abacus: A Cost-Based Optimizer for Semantic Operator Systems.

Matthew Russo, Sivaprasad Sudhir, Gerardo Vitagliano, Chunwei Liu, Tim Kraska, Samuel Madden, Michael J. Cafarella

CoRR, May, 2025

Repairing Raw Data Files with TASHEEH.

Mazhar Hameed, Gerardo Vitagliano, Fabian Panse, Felix Naumann

SIGMOD Rec., March, 2025

PalimpChat: Declarative and Interactive AI analytics.

Chunwei Liu, Gerardo Vitagliano, Brandon Rose, Matt Prinz, David Andrew Samson, Michael J. Cafarella

CoRR, February, 2025

First Workshop on Novel Optimizations for Visionary AI Systems (NOVAS).

Gerardo Vitagliano, Chunwei Liu, Lei Cao, Huan Sun, Paolo Papotti

Proceedings of the Companion of the 2025 International Conference on Management of Data, 2025

PalimpChat: Declarative and Interactive AI analytics.

Chunwei Liu, Gerardo Vitagliano, Brandon Rose, Matthew Printz, David Andrew Samson, Michael J. Cafarella

Proceedings of the Companion of the 2025 International Conference on Management of Data, 2025

2024

Modeling the structure of tabular files for data preparation.

Gerardo Vitagliano

PhD thesis, 2024

A Declarative System for Optimizing AI Workloads.

Chunwei Liu, Matthew Russo, Michael J. Cafarella, Lei Cao, Peter Baile Chen, Zui Chen, Michael J. Franklin, Tim Kraska, Samuel Madden, Gerardo Vitagliano

CoRR, 2024

TASHEEH: Repairing Row-Structure in Raw CSV Files.

Mazhar Hameed, Gerardo Vitagliano, Fabian Panse, Felix Naumann

Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024

2023

Pollock: A Data Loading Benchmark.

Gerardo Vitagliano, Mazhar Hameed, Lan Jiang, Lucas Reisener, Eugene Wu, Felix Naumann

Proc. VLDB Endow., 2023

MORPHER: Structural Transformation of Ill-formed Rows.

Mazhar Hameed, Gerardo Vitagliano, Felix Naumann

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Mondrian: Spreadsheet Layout Detection.

Gerardo Vitagliano, Lucas Reisener, Lan Jiang, Mazhar Hameed, Felix Naumann

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

SURAGH: Syntactic Pattern Matching to Identify Ill-Formed Records.

Mazhar Hameed, Gerardo Vitagliano, Lan Jiang, Felix Naumann

Proceedings of the 25th International Conference on Extending Database Technology, 2022

Aggregation Detection in CSV Files.

Lan Jiang, Gerardo Vitagliano, Mazhar Hameed, Felix Naumann

Proceedings of the 25th International Conference on Extending Database Technology, 2022

2021

Detecting Layout Templates in Complex Multiregion Files.

Gerardo Vitagliano, Lan Jiang, Felix Naumann

Proc. VLDB Endow., 2021

Structure Detection in Verbose CSV Files.

Lan Jiang, Gerardo Vitagliano, Felix Naumann

Proceedings of the 24th International Conference on Extending Database Technology, 2021

2019

A Scoring-based Approach for Data Preparator Suggestion.

Lan Jiang, Gerardo Vitagliano, Felix Naumann

Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen", Berlin, Germany, September 30, 2019