3 papers
cs.SE2026
Enhancing LLM-based Specification Generation via Program Slicing and Logical Deletion
Zehan Chen, Long Zhang, Zhiwei Zhang +5
Traditional formal specification generation methods are typically tailored to specific specification types, and therefore suffer from limited generality. In recent years, large lan…
cs.SE2026
Beyond Basic Specifications? A Systematic Study of Logical Constructs in LLM-based Specification Generation
Zehan Chen, Long Zhang, Zhiwei Zhang +5
Formal specifications play a pivotal role in accurately characterizing program behaviors and ensuring software correctness. In recent years, leveraging large language models (LLMs)…
cs.CR2025
RSFuzz: A Robustness-Guided Swarm Fuzzing Framework Based on Behavioral Constraints
Ruoyu Zhou, Zhiwei Zhang, Haocheng Han +5
Multi-robot swarms play an essential role in complex missions including battlefield reconnaissance, agricultural pest monitoring, as well as disaster search and rescue. Unfortunate…