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cs.SE2024★ 1 cited
Enhancing Automated Loop Invariant Generation for Complex Programs with Large Language Models
Ruibang Liu, Minyu Chen, Ling-I Wu +2
Automated program verification has always been an important component of building trustworthy software. While the analysis of real-world programs remains a theoretical challenge, t…
cs.AI2024
Can Language Models Pretend Solvers? Logic Code Simulation with LLMs
Minyu Chen, Guoqiang Li, Ling-I Wu +4
Transformer-based large language models (LLMs) have demonstrated significant potential in addressing logic problems. capitalizing on the great capabilities of LLMs for code-related…
cs.SE2024
AC4: Algebraic Computation Checker for Circuit Constraints in ZKPs
Qizhe Yang, Boxuan Liang, Hao Chen +1
Zero-knowledge proof (ZKP) systems have surged attention and held a fundamental role in contemporary cryptography. Zero-knowledge succinct non-interactive argument of knowledge (zk…