Computer Science and Center for Research in Computer Vision

Monday, November 04, 2024

  • On representing (mixed-integer) linear programs by graph neural networks

    HEC: 101 and Virtual

    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 …

    CS/CRCV Seminars