Our papers "Dialect-Agnostic SQL Parsing via LLM-Based Segmentation", "Detecting Join Bugs in Database Engines via Join Implication Reasoning", and "NRBench: A Benchmark Suite for Learned Database Components with Drift Modeling" were accepted at SIGMOD 2026.