Aiomics deploys ”Med-Graph” architecture to impose logic on generative AI

Aiomics announces the integration of a Hybrid GraphRAG engine into its clinical platform. By anchoring artificial ...
Frontiers

Online bipartite matching methodology for anti-epidemic resources allocation: an adaptive time window based on reinforcement learning

Background: This study aimed to investigate the online matching problem for anti-epidemic resources among multiple suppliers and recipients in the Internet of Healthcare System during a major outbreak ...
IEEE

Energy-Efficient Resource Allocation for Multi-Gateway LoRa Networks via Graph-Enhanced Attention Learning

Abstract: Long-range (LoRa) technology has emerged as a promising solution for Internet of Things applications due to its low power consumption and long communication range. However, its pure ...
IEEE

Fast Adversarial Training for Graph Neural Network Based Resource Allocation

Abstract: In this letter, we propose a meta-learning-based fast adversarial training method to address the vulnerability of graph neural network (GNN) based resource allocation method to adversarial ...