Dongwon Choi

RDB2G-Bench: A Comprehensive Benchmark for Automatic Graph Modeling of Relational Databases

Recent advances have demonstrated the effectiveness of graph-based machine learning on relational databases (RDBs) for predictive tasks. Such approaches require transforming RDBs into graphs, a process we refer to as RDB-to-graph modeling, where rows of tables are represented as nodes and foreign-k…