2 papers
cs.LG2026
Lattice Deduction Transformers
Liam Davis, Leopold Haller, Alberto Alfarano +1
We introduce the Lattice Deduction Transformer (LDT), a recurrent transformer that approximates logically sound deduction by projecting its latent state through a lattice between f…
cs.LO2017
Lifting CDCL to Template-based Abstract Domains for Program Verification
Rajdeep Mukherjee, Peter Schrammel, Leopold Haller +2
The success of Conflict Driven Clause Learning (CDCL) for Boolean satisfiability has inspired adoption in other domains. We present a novel lifting of CDCL to program analysis call…