Weighted nonlinear information extension based time series Kolmogorov-Arnold Network for industrial application with soft sensing. - Guo-Yu Liu; Qun-Xiong Zhu; Ning Zhang 036; Yan-Lin He; Ming-Qing Zhang; Yuan Xu 026 (Eng. Appl. Artif. Intell., 2025)

Regression loss-assisted conditional style generative adversarial network for virtual sample generation with small data in soft sensing. - Xue-Yu Zhang; Qun-Xiong Zhu; Wei Ke 001; Yan-Lin He; Ming-Qing Zhang; Yuan Xu 026 (Eng. Appl. Artif. Intell., 2025)

Attention-guided low-rank convolutional weighting for industrial missing data attacks. - Ming-Qing Zhang; Liang-Yu Zhou; Guo-Yu Liu; Yan-Lin He; Qun-Xiong Zhu; Xin-Yi Cao; Yang Zhang 032; Yuan Xu 026 (Eng. Appl. Artif. Intell., 2025)

Multiattention Spatiotemporal Fusion Graph Neural Network for Chemical Process Fault Diagnosis. - Yuan Xu 026; Chuan Zhang; Yi Luo; Wei Ke 001; Qun-Xiong Zhu; Yan-Lin He; Yang Zhang 032; Ming-Qing Zhang (IEEE Trans. Instrum. Meas., 2025)

Knowledge graph augmented meta-learning with condition-sensitive pseudo-labeling for semi-supervised fault diagnosis under multiple working conditions. - Ke-Yu Wu; Yuan Xu 026; Yi Luo; Wei Ke 001; Yan-Lin He; Qun-Xiong Zhu; Yang Zhang 032; Ming-Qing Zhang (Expert Syst. Appl., 2026)

Adaptive semi-supervised meta-learning with pseudo-label for multiple working condition fault diagnosis. - Ke-Yu Wu; Yuan Xu 026; Yi Luo; Wei Ke 001; Yan-Lin He; Qun-Xiong Zhu; Yang Zhang; Ming-Qing Zhang (Neurocomputing, 2026)