36 citations · 37 across the 8 of their papers we have counts for
4 papers · 1 filter
Learning Lean Feedback for Efficient Proof-Candidate Evaluation on GPUs
Lazar Milikic, Etienne Bamas, Emmanuel Abbe +1
Training language models for formal theorem proving requires large numbers of verifier calls. Slow checks and timeouts often leave GPUs waiting and withhold rewards from potentiall…
LeanFlow: A Case Study in Workflow-Driven Lean Autoformalization
Lazar Milikic, Simon Guilloud, Khanh Nguyen +1
We present and evaluate LeanFlow, an LLM agent system specialized for translating mathematical papers into buildable Lean projects. Recent verifier-in-the-loop systems show that la…
Orthologic for SAT Solving
Vladislas de Haldat, Simon Guilloud, Viktor Kunčak
We present a new algorithm for deciding formula entailment in orthologic (a sound approximation of classical logic) that avoids the costly preprocessing phase of prior implementati…
Are Dependent Types in Set Theory Feasible?
Yunsong Yang, Simon Guilloud, Viktor Kunčak
Following the types-as-sets paradigm, we present a mechanized embedding of dependent function types with a hierarchy of universes into schematic first-order logic with equality, wi…