Kun Yan

Few-shot Image Classification with Multi-Facet Prototypes

2021 · Open Access at Essex (University of Essex)

The aim of few-shot learning (FSL) is to learn how to recognize image categories from a small number of training examples. A central challenge is that the available training examples are normally insufficient to determine …

Multi-branch Attention Fusion Network for Aspect Sentiment Classification

2023

For specific aspects (aspect words) of the object described in a given sentence, the research goal of aspect sentiment classification is to predict the sentiment polarity expressed by different aspect words. At present, sentiment classification …

Blockchain-Based Dynamic Spectrum Sharing for Service-Centric 6G Networks: An Evolutionary Approach

2025 · IEEE Transactions on Network Science and Engineering

The ongoing evolution of network technology and increasing service requirements have positioned spectrum resource management and exploration as a central focus in current and future network research. To accommodate the diverse services anticipated in future …