Jianqiang Li

GAN-Based Dual Active Learning for Nosocomial Infection Detection

2021 · IEEE Transactions on Network Science and Engineering

Although monitor devices and information systems are increasingly connected across hospitals, but scenarios such as hospital acquired infections (HAIs) detection where data are extremely scare and imbalanced has remained to be solved. In this paper, …

STLSP: Integrating Structure and Text with Large Language Models for Link Sign Prediction of Networks

2025

Link Sign Prediction (LSP) in signed networks is a critical task with applications in recommendation systems, community detection, and social network analysis. Existing methods primarily rely on graph neural networks to exploit structural information, often …

Lexicon-Enhanced LSTM With Attention for General Sentiment Analysis

2018 · IEEE Access

Long short-term memory networks (LSTMs) have gained good performance in sentiment analysis tasks. The general method is to use LSTMs to combine word embeddings for text representation. However, word embeddings carry more semantic information rather …