Graph Convolutional Network Aided Inverse Graph Partitioning for Resource Allocation

J Wang, C Liu, Y Zhao, Z Zhao, Y Ma… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Optimizing resource allocation is critical to achieving energy-efficient industrial Internet-of-
Things (IIoT). Many tasks that require grou** IIoT devices with rich connectivity can be …

A Tiny Graph Neural Network for Inverse Graph Partitioning with Imbalance Constraints

Y Shao, J Wang, Y Zhao, Y Ma… - 2023 IEEE 19th …, 2023 - ieeexplore.ieee.org
Recent years have witnessed an interest in inverse graph partitioning (IGP), which stems
from many real-world applications such as anti-community detection and detention room …