Nan Yin

A-BBL: A Risk Prediction Model for Patient Readmission based on Electronic Medical Records

2023 · Journal of Computing and Electronic Information Management

With the spread of medical digitization, electronic health record data has been accumulated in large quantities, laying the foundation for intelligent medical changes. ICU data is mined and analyzed to identify the risk of patient …

SPORT: A Subgraph Perspective on Graph Classification with Label Noise

2024 · ACM Transactions on Knowledge Discovery from Data

Graph neural networks (GNNs) have achieved great success recently on graph classification tasks using supervised end-to-end training. Unfortunately, extensive noisy graph labels could exist in the real world because of the complicated processes of manual …

A Survey of Stance Detection on Social Media: New Directions and Perspectives

2024 · arXiv (Cornell University)

In modern digital environments, users frequently express opinions on contentious topics, providing a wealth of information on prevailing attitudes. The systematic analysis of these opinions offers valuable insights for decision-making in various sectors, including marketing …

IST-OAM:Image Style Transfer via Optimized Self-Attention Mechanism

2024

In recent years, style transfer has found increasingly broad applications in daily life, particularly in the domain of photography image style transfer. However, current methods face limitations in handling local and global information in photography …

Graph Convolutional Mixture-of-Experts Learner Network for Long-Tailed Domain Generalization

2025 · IEEE Transactions on Circuits and Systems for Video Technology

The goal of single domain generalization is to use data from a single domain (source domain) to train a model, which is then deployed over several unknown domains for testing (target domains). This study introduces …