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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yiran Zhang

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2 papers indexed here

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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
Book Open access Apr 2026

Semantic-Enhanced Automatic Refinement of Architecture Recovery Results Using LLMs

SemRef, a framework that combines LLMs with dependency analysis to automatically refine architectures recovered by existing architecture recovery tools, is introduced, which improves accuracy across various metrics and enhances both the accuracy and the comprehension of recovered architectures.

Yi-Ran Zhang, Chengwei Liu, Yu-Qiang Sun et al. · 1 citation

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