2 papers
cs.LG2026
RelBench v2: A Large-Scale Benchmark and Repository for Relational Data
Justin Gu, Rishabh Ranjan, Charilaos Kanatsoulis +8
Relational deep learning (RDL) has emerged as a powerful paradigm for learning directly on relational databases by modeling entities and their relationships across multiple interco…
cs.DB2024
Benchmarking the Fidelity and Utility of Synthetic Relational Data
Valter Hudovernik, Martin JurkoviÄ, Erik Å trumbelj
Synthesizing relational data has started to receive more attention from researchers, practitioners, and industry. The task is more difficult than synthesizing a single table due to…