Generating Large Non-Singular Matrices over an Arbitrary Field with Blocks of Full Rank. - James Xiao; Yongxin Zhou 002 (IACR Cryptol. ePrint Arch., 2002)

Two-step scalable spectral clustering algorithm using landmarks and probability density estimation. - Xia Hong 001; Junbin Gao; Hong Wei; James Xiao; Richard J. Mitchell 001 (Neurocomputing, 2023)

A Semi-Supervised Clustering Approach Using Nonlinear Canonical Correlation Analysis with t-SNE. - Xia Hong 001; James Xiao; Hong Wei (IJCNN, 2024)

Semi-supervised segmentation of land cover images using nonlinear canonical correlation analysis with multiple features and t-SNE. - Hong Wei; James Xiao; Yichao Zhang; Xia Hong 001 (CoRR, 2024)

An efficient multimodal attentional principal component analysis for continual learning-based dynamic process monitoring. - Jingxin Zhang 002; Haikun Wei; Kanjian Zhang; James Xiao; Xia Hong 001 (Neurocomputing, 2025)

Multimodal Continual Learning for Process Monitoring: A Novel Weighted Canonical Correlation Analysis With Attention Mechanism. - Jingxin Zhang 002; James Xiao; Maoyin Chen; Xia Hong 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)