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Conference Aug 2026

MA-HAI-RGF: A Multi-Agent Human-AI Collaborative Requirements Generation Framework for Complex Systems

Requirements engineering is a critical yet labor-intensive phase in software development, particularly for complex systems where stakeholder needs are diverse, evolving, and often ambiguous. Traditional approaches struggle with scalability, consistency, and completeness when dealing with large-scale requirements. This...

Ming-Hao Li, Chong-Shuang Hu, Han Liu et al. · 0 citations
Sep 2026

KGMACG: Knowledge-Guided Multi-Agent Orchestration for Scalable Application-Level Code Generation

Automated code generation driven by Large Language Models (LLMs) has enhanced development efficiency, yet generating complex application-level software code remains challenging. Multi-agent frameworks show potential, but existing methods perform inadequately in large-scale application-level software code generation: th...

Bo Yang, Xiao Zhang, Weisong Sun et al. · 0 citations

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