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Speaker: Dr. Jialin Liu From: UCF Department of Statistics & Data Science Abstract This presentation explores the connection between Graph Neural Networks (GNNs) and mathematical optimization. Our recent findings reveal that by defining a Linear Programming (LP) problem on a specific graph, GNNs can assess the feasibility of the LP and solve it to any desired level of precision. To …
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