SAIL synthesizes globally sound abstract transformers for neural-network operators by combining LLM generation with syntactic validation, SMT-based soundness checking, and cost-guided iterative refinement.
Title resolution pending
1 Pith paper cite this work, alongside 10 external citations. Polarity classification is still indexing.
1
Pith paper citing it
10
external citations · OpenAlex
fields
cs.PL 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
SAIL: Sound Abstract Interpreters with LLMs
SAIL synthesizes globally sound abstract transformers for neural-network operators by combining LLM generation with syntactic validation, SMT-based soundness checking, and cost-guided iterative refinement.