3 papers
cs.SE2026
SpecSyn: LLM-based Synthesis and Refinement of Formal Specifications for Real-world Program Verification
Lezhi Ma, Shangqing Liu, Yi Li +3
Program verification is a formal technique to rigorously ensure the correctness and fault-freeness of software systems. However, constructing comprehensive interprocedural specific…
cs.SE2025
SpecEval: Evaluating Code Comprehension in Large Language Models via Program Specifications
Lezhi Ma, Shangqing Liu, Lei Bu +3
Large Language models have achieved impressive performance in automated software engineering. Extensive efforts have been made to evaluate the abilities of code LLMs in various asp…
cs.SE2025
SpecGen: Automated Generation of Formal Program Specifications via Large Language Models
Lezhi Ma, Shangqing Liu, Yi Li +2
Formal program specifications play a crucial role in various stages of software development. However, manually crafting formal program specifications is rather difficult, making th…