~/talk

Retrieving Unknown SMT Formulas via Structural Mutations

Talkat VIVEKFEST 2024 · on Monday, 2024-10-21
name:Shuo Ding
links:none on file
links:none on file
slides:none on file

Claim: unknown SMT formulas often become decidable by simple syntactic edits and running the same solver on those variants in parallel. Method mutates formulas by structural mutations (removing assertions, replacing subterms, under/over-approximations) and treats any informative solver reply as proof for the original via one-sided guarantees. Implemented as a lightweight, solver-agnostic parallel driver tested on SMT-LIB with Z3 and CVC4 showing multiple previously unknown cases resolved and usable unsat cores.

AI-written summary · about

  1. 0:00Introduction
  2. 1:04SMT solver incompleteness
  3. 2:28Formula restriction and relaxation
  4. 6:29Effective transformation criteria
  5. 7:34Parallelizing mutations
  6. 10:31Time allocation and pruning
  7. 12:41Lessons learned
  8. 13:49Q&A
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