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University of California, Los Angeles
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Forget LLMs, Probabilistic Circuits can now generate more realistic and diverse test inputs, boosting bug detection rates by up to 70% in SQL and XML.
CNF formulas with treewidth *k* can be represented by Tree Decision Diagrams (TDDs) with FPT size, something provably impossible for OBDDs.
