LLM-generated, encoding-specific local search functions can improve CDCL SAT solving on some structured problems, though gains are inconsistent and the best DFVS function is actually a generic WalkSAT variant.
Efficient inference of optimal decision trees
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.AI 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Extracting Problem Structure with LLMs for Optimized SAT Local Search
LLM-generated, encoding-specific local search functions can improve CDCL SAT solving on some structured problems, though gains are inconsistent and the best DFVS function is actually a generic WalkSAT variant.