6 citations · 9 across the 8 of their papers we have counts for
8 papers
QueenBee Planner: Skill-Evolving Communication Topologies for Token-Efficient LLM Multi-Agent Systems
Congjia Tian, Yuhang Yao, Jiaming Cui
Large language model (LLM) multi-agent systems increasingly depend not only on how individual agents reason, but also on how agents are connected. This paper introduces QueenBee Pl…
LiveFMBench: Unveiling the Power and Limits of Agentic Workflows in Specification Generation
Dong Xu, Jialun Cao, Guozhao Mo +9
Formal specification is essential for rigorous program verification, yet writing correct specifications remains costly and difficult to automate. Although large language models (LL…
Automated LTL Specification Generation from Industrial Aerospace Requirements
Zhi Ma, Xiao Liang, Cheng Wen +5
In the development and verification of safety-critical aero-space software, Linear Temporal Logic (LTL) has been widely used to specify complex system properties derived from requi…
Bridging Natural Language and Formal Specification--Automated Translation of Software Requirements to LTL via Hierarchical Semantics Decomposition Using LLMs
Zhi Ma, Cheng Wen, Zhexin Su +4
Automating the translation of natural language (NL) software requirements into formal specifications remains a critical challenge in scaling formal verification practices to indust…
MFH: A Multi-faceted Heuristic Algorithm Selection Approach for Software Verification
Jie Su, Liansai Deng, Cheng Wen +6
Currently, many verification algorithms are available to improve the reliability of software systems. Selecting the appropriate verification algorithm typically demands domain expe…
From Informal to Formal -- Incorporating and Evaluating LLMs on Natural Language Requirements to Verifiable Formal Proofs
Jialun Cao, Yaojie Lu, Meiziniu Li +9
The research in AI-based formal mathematical reasoning has shown an unstoppable growth trend. These studies have excelled in mathematical competitions like IMO and have made signif…
Enchanting Program Specification Synthesis by Large Language Models using Static Analysis and Program Verification
Cheng Wen, Jialun Cao, Jie Su +6
Formal verification provides a rigorous and systematic approach to ensure the correctness and reliability of software systems. Yet, constructing specifications for the full proof r…
Towards Practical Requirement Analysis and Verification: A Case Study on Software IP Components in Aerospace Embedded Systems
Zhi Ma, Cheng Wen, Jie Su +4
IP-based software design is a crucial research field that aims to improve efficiency and reliability by reusing complex software components known as intellectual property (IP) comp…