Multi-Objective Optimization
Automated Class Imbalance Learning via Multi-objective Few-shot Bayesian Optimization with Meta-learned Deep Kernel Gaussian Processes
Zhaoyang Wang, Shuo Wang, Damien Ernst, and Chenguang Xiao
IEEE ACCESS, 2025
Bayesian Optimization,
Gaussian Processes
Zhaoyang Wang, Shuo Wang and Damien Ernst
In International Joint Conference on Neural Networks (IJCNN), 2025
Multi-armed bandits
Reinforcement Learning
Online Automated Imbalanced Learning via Adaptive Thompson Sampling
Zhaoyang Wang and Shuo Wang
In International Conference on Pattern Recognition (ICPR), 2024 Springer
Meta-learning
Recommender Systems
Zero-shot Automated Class Imbalanced Learning
Zhaoyang Wang and Shuo Wang
In International Conference on Pattern Recognition (ICPR), 2024 Springer
Concept drift, Evolutionary Algorithms
Online Automated Machine Learning for Class Imbalanced Data Streams
Zhaoyang Wang and Shuo Wang
In International Joint Conference on Neural Networks (IJCNN), 2023
Medical data
ITUnet: Integration Of Transformers And Unet For Organs-At-Risk Segmentation
In Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022