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Quantum walks explained, and why they could change everything

Quantum walks sound abstract, but they sit at the center of a very concrete race: who will harness quantum mechanics to solve problems that overwhelm today’s most powerful supercomputers. Instead of ...
IEEE

PPFedGNN: An Efficient Privacy-Preserving Federated Graph Neural Network Method for Social Network Analysis

Abstract: Exploring the intrinsic value of social data has long been a focal point for researchers. Presently, diverse social network data is dispersed across various platforms. While federated ...

MicroCloud Hologram Inc. Releases Learnable Quantum Spectral Filter Technology for Hybrid Graph Neural Networks

MicroCloud Hologram Inc. (NASDAQ: HOLO), ("HOLO" or the "Company"), a technology service provider, released learnable quantum spectral filter technology for hybrid graph neural networks. This ...
IEEE

FDE-RCF: A Navel Orange Defect Edge Detection Algorithm Based on Feature Depth Enhancement

Abstract: A new edge detection method is proposed for the inspection of navel orange surface defects, enabling precise defect localization, classification type, and size estimation. This study ...
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 ...