A hierarchical evolution of neural architecture search method based on state transition algorithm. - Yangyi Du; Xiaojun Zhou; Tingwen Huang; Chunhua Yang 001 (Int. J. Mach. Learn. Cybern., 2023)

A novel adaptive optimization method for deep learning with application to froth floatation monitoring. - Boyan Ma; Yangyi Du; Xiaojun Zhou; Chunhua Yang 001 (Appl. Intell., 2023)

An interactive feature selection method based on multi-step state transition algorithm for high-dimensional data. - Yangyi Du; Xiaojun Zhou; Chunhua Yang 001; Tingwen Huang (Knowl. Based Syst., 2023)

Broad reinforcement learning based adaptive state transition algorithm for global optimization. - Yangyi Du; Xiaojun Zhou; Chunhua Yang 001; Weihua Gui 001 (Swarm Evol. Comput., 2025)

A Deep Reinforcement Learning-Based Feature Selection Method for Invasive Disease Event Prediction Using Imbalanced Follow-Up Data. - Yangyi Du; Xiaojun Zhou; Qian Gao; Chunhua Yang 001; Tingwen Huang (IEEE J. Biomed. Health Informatics, 2025)

Interpretable Multiobjective Feature Selection via Visualization in Froth Flotation Process. - Xiaojun Zhou; Ming Li; Yangyi Du; Chunhua Yang 001; Shiping Wen 001 (IEEE Trans. Ind. Informatics, 2025)