Yongbin Qin

Hierarchical Dirichlet Multinomial Allocation Model for Multi-Source Document Clustering

2020 · IEEE Access

Mining a document structure from multiple data sources in terms of their underlying topics has become an important task of document clustering. The traditional document clustering approach cannot be applied directly to the multi-source document …

DRC: Discrete Representation Classifier With Salient Features via Fixed-Prototype

2024 · IEEE Transactions on Circuits and Systems for Video Technology

Image classification models including convolutional neural networks (CNN) and vision transformers (ViT) commonly employ a fully connected (FC) layer as the classifier. However, the fully connected nature of FC brings large amounts of weight parameters, …

A Label Information Aware Model for Multi-label Text Classification

2024 · Neural Processing Letters

Multi-label text classification (MLTC) refers to that each document is associated with more than one label at the same time, which attract much attention from researchers in both academia and industry. Existing methods have difficulties …