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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Yancui Hu

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Open access Aug 2026

StructFix: a structure-aware reasoning framework for automated program repair with code property graphs

StructFix is proposed, a structure-aware APR framework that grounds masked patch generation in Code Property Graphs (CPGs), and explicitly coupling structural dependencies with masked generation improves repair effectiveness and enables transfer across datasets.

Mengtian Cui, Yang-Fan Liu, Zhibo Lu et al. · 0 citations

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