Self-representation based dual-graph regularized feature selection clustering. - Ronghua Shang; Zhu Zhang; Licheng Jiao; Chiyang Liu; Yangyang Li 001 (Neurocomputing, 2016)

Nonnegative Matrix Factorization with Rank Regularization and Hard Constraint. - Ronghua Shang; Chiyang Liu; Yang Meng; Licheng Jiao; Rustam Stolkin (Neural Comput., 2017)

Unsupervised feature selection based on kernel fisher discriminant analysis and regression learning. - Ronghua Shang; Yang Meng; Chiyang Liu; Licheng Jiao; Amir Masoud Ghalamzan Esfahani; Rustam Stolkin (Mach. Learn., 2019)

A Fast-trained and Generalized Spiking Neural Network for Robotic Gas Source Localization. - Chiyang Liu; Xinxing Chen; Jian Huang 001 (ICARM, 2024)