A Scoring-based Approach for Data Preparator Suggestion. - Lan Jiang 001; Gerardo Vitagliano; Felix Naumann (LWDA, 2019)

Structure Detection in Verbose CSV Files. - Lan Jiang 001; Gerardo Vitagliano; Felix Naumann (EDBT, 2021)

Detecting Layout Templates in Complex Multiregion Files. - Gerardo Vitagliano; Lan Jiang 001; Felix Naumann (Proc. VLDB Endow., 2021)

Aggregation Detection in CSV Files. - Lan Jiang 001; Gerardo Vitagliano; Mazhar Hameed 001; Felix Naumann (EDBT, 2022)

SURAGH: Syntactic Pattern Matching to Identify Ill-Formed Records. - Mazhar Hameed 001; Gerardo Vitagliano; Lan Jiang 001; Felix Naumann (EDBT, 2022)

Mondrian: Spreadsheet Layout Detection. - Gerardo Vitagliano; Lucas Reisener; Lan Jiang 001; Mazhar Hameed 001; Felix Naumann (SIGMOD Conference, 2022)

MORPHER: Structural Transformation of Ill-formed Rows. - Mazhar Hameed 001; Gerardo Vitagliano; Felix Naumann (CIKM, 2023)

Pollock: A Data Loading Benchmark. - Gerardo Vitagliano; Mazhar Hameed 001; Lan Jiang 001; Lucas Reisener; Eugene Wu 002; Felix Naumann (Proc. VLDB Endow., 2023)

TASHEEH: Repairing Row-Structure in Raw CSV Files. - Mazhar Hameed 001; Gerardo Vitagliano; Fabian Panse; Felix Naumann (EDBT, 2024)

A Declarative System for Optimizing AI Workloads. - Chunwei Liu; Matthew Russo; Michael J. Cafarella; Lei Cao 004; Peter Baile Chen; Zui Chen; Michael J. Franklin; Tim Kraska; Samuel Madden 001; Gerardo Vitagliano (CoRR, 2024)

Modeling the structure of tabular files for data preparation. - Gerardo Vitagliano (2024)

PalimpChat: Declarative and Interactive AI analytics. - Chunwei Liu; Gerardo Vitagliano; Brandon Rose; Matthew Printz; David Andrew Samson; Michael J. Cafarella (SIGMOD Conference Companion, 2025)

First Workshop on Novel Optimizations for Visionary AI Systems (NOVAS). - Gerardo Vitagliano; Chunwei Liu; Lei Cao 004; Huan Sun 001; Paolo Papotti (SIGMOD Conference Companion, 2025)

PalimpChat: Declarative and Interactive AI analytics. - Chunwei Liu; Gerardo Vitagliano; Brandon Rose; Matt Prinz; David Andrew Samson; Michael J. Cafarella (CoRR, 2025)

Repairing Raw Data Files with TASHEEH. - Mazhar Hameed 001; Gerardo Vitagliano; Fabian Panse; Felix Naumann (SIGMOD Rec., 2025)

Abacus: A Cost-Based Optimizer for Semantic Operator Systems. - Matthew Russo; Sivaprasad Sudhir; Gerardo Vitagliano; Chunwei Liu; Tim Kraska; Samuel Madden 001; Michael J. Cafarella (CoRR, 2025)

KramaBench: A Benchmark for AI Systems on Data-to-Insight Pipelines over Data Lakes. - Eugenie Lai; Gerardo Vitagliano; Ziyu Zhang 002; Sivaprasad Sudhir; Om Chabra; Anna Zeng; Anton A. Zabreyko; Chenning Li; Ferdi Kossmann; Jialin Ding 001; Jun Chen; Markos Markakis; et al. (CoRR, 2025)