IEEE

A Novel Layer Pruning Method Based on Graph Structure of Feature Representations for Specific Emitter Identification

Abstract: As an emerging method for physical layer security authentication, Specific Emitter Identification (SEI) plays a pivotal role in wireless communication network security. Leveraging its strong ...
IEEE

Cognitive State Detection in Task Context Based on Graph Attention Network During Flight

Abstract: This work provides a graph network solution for pilot brain fatigue state inference based on electroencephalography (EEG) fatigue indicators. Two graph methods are built as follows. The ...
GitHub

A federated graph learning method to multi-party collaboration for molecular discovery

We use CUDA Version 11.7. If you have a different version of CUDA, please ensure that you install the appropriate versions of PyTorch and the CUDA toolkit that are ...
Frontiers

Multi-perspective hotel operation process anomaly prediction method based on graph transformer and autoencoder

Due to the complexity of hotel operation processes, abnormal situations are inevitable, making proactive anomaly prediction essential for ensuring operational stability. Although current deep learning ...