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cs.LG2026
RDL-Bench: A Benchmark for Task-Aware Question Answering over Relational Databases
Yao Cheng, Siqiang Luo
Relational databases (RDBs) remain the primary infrastructure for storing and managing structured data across enterprise and scientific domains. Natural-language (NL) interfaces to…
cs.AI2026
What Makes a Desired Graph for Relational Deep Learning?
Yao Cheng, Siqiang Luo
Relational deep learning (RDL) converts relational databases (RDBs) into heterogeneous graphs, but graphs derived directly from database schemas are often not well suited for how g…