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cs.SE2026
How Powerful are LLMs in Generating Formal Program Specifications?
Fanpeng Yang, Xing Li, Shuling Wang +7
Formal verification provides strong guarantees of software correctness, but its adoption is limited by the high cost of writing precise formal specifications. While recent large la…
cs.SE2025
Integrating Symbolic Execution with LLMs for Automated Generation of Program Specifications
Fanpeng Yang, Xu Ma, Shuling Wang +5
Automatically generating formal specifications including loop invariants, preconditions, and postconditions for legacy code is critical for program understanding, reuse and verific…