2 papers
cs.PL2025
A Neurosymbolic Approach to Loop Invariant Generation via Weakest Precondition Reasoning
Daragh King, Vasileios Koutavas, Laura Kovacs
Loop invariant generation remains a critical bottleneck in automated program verification. Recent work has begun to explore the use of Large Language Models (LLMs) in this area, ye…
cs.SE2025
LLMs and Fuzzing in Tandem: A New Approach to Automatically Generating Weakest Preconditions
Daragh King, Vasileios Koutavas, Laura Kovacs
The weakest precondition (WP) of a program describes the largest set of initial states from which all terminating executions of the program satisfy a given postcondition. The gener…