2 papers
cs.SE2026
Neuro-Symbolic Software Verification: Hyper-charging Local Language Models with Symbolic Reasoning at Scale
Muhammad A. A. Pirzada, Julian Parsert, Weiqi Wang +2
Loop invariant synthesis remains a central and pivotal bottleneck in formal software verification. Recent LLM-based Neuro-Symbolic tools have achieved impressive solve rates. Howev…
cs.SE2026
ConVer: Using Contracts and Loop Invariant Synthesis for Scalable Formal Software Verification
Muhammad A. A. Pirzada, Weiqi Wang, Yiannis Charalambous +2
Formal verification of large C programs is impeded by state-space explosion: Bounded Model Checking (BMC) tools must encode the entire state space up to the predetermined bound by…