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Aaron Bembenek

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Current Practices for Building LLM-Powered Reasoning Tools Are Ad Hoc—and We Can Do BetterLMPL 20252025-10-12
Proposes a Neurosymbolic Transition System that pairs a standard small-step transition system (states, nondeterministic steps) with a domain of intuition and…
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Making Formulog Fast: An Argument for Unconventional Datalog EvaluationOOPSLA 20242024-10-20
Compiles Formulog to Soufflé and replaces semi-naive batching with eager evaluation, a concurrent work stealing DFS that specializes rules on novel facts and…
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From SMT to ASP: Solver-Based Approaches to Solving Datalog Synthesis-as-Rule-Se...POPL 20232023-01-15
Presents a progression of four solver implementations — prosynth, monosynth, loopsynth, and ASPsynth — that move from CEGIS with provenance to a custom…
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Formulog: Datalog for SMT-Based Static AnalysisOOPSLA 20202020-11-15
Formulog is a DSL that combines Datalog, an ML-like term fragment, and SMT solving and a prototype runtime implements it. The authors implement three analyses…
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