Qingqiang Wu

ACOL-GAN

2020

In recent years, deep learning has achieved great success in many fields. As the most basic machine learning task, clustering has also become one of the research hotspots. However, clustering performance based on Variational Autoencoder …

Effective knowledge graph embeddings based on multidirectional semantics relations for polypharmacy side effects prediction

2022 · Bioinformatics

MOTIVATION: Polypharmacy is the combined use of drugs for the treatment of diseases. However, it often shows a high risk of side effects. Due to unnecessary interactions of combined drugs, the side effects of polypharmacy …

Enhancing Mixture of Experts with Independent and Collaborative Learning for Long-Tail Visual Recognition

2024

Deep neural networks (DNNs) face substantial challenges in Long-Tail Visual Recognition (LTVR) due to the inherent class imbalances in real-world data distributions. The Mixture of Experts (MoE) framework has emerged as a promising approach to …