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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

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Dr.Hayder Kareem Algabri

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Open access Sep 2026

Graph Neural Networks with Code Structure Embeddings for Model-Agnostic Multi-Class Detection of AI-Generated Programs

GraphCSE, a detector for unseen generators of AI-generated code, represents a program as a heterogeneous code graph with four edge relations and fuses structural and semantic node channels through a learned per-node gate before relation-aware graph attention, restoring model-agnostic detection.

Dr.Hayder Kareem Algabri · 0 citations

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