3 citations · 3 across the 7 of their papers we have counts for
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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…
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…
Supporting Software Formal Verification with Large Language Models: An Experimental Study
Weiqi Wang, Marie Farrell, Lucas C. Cordeiro +1
Formal methods have been employed for requirements verification for a long time. However, it is difficult to automatically derive properties from natural language requirements. Spe…