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RESEARCH · CL_06747 · Apr 28 · 04:00

GNNs show promise for SDPs and code generation, but expressive power and verification remain complex

Researchers are exploring the expressive power of Graph Neural Networks (GNNs) for solving complex optimization problems. One paper demonstrates that while standard GNNs struggle with linear Semidefinite Programs (SDPs)…

GNNs show promise for SDPs and code generation, but expressive power and verification remain complex