Application of Fault Diagnosis Method Combining Finite Element Method and Transfer Learning for Insufficient Turbine Rotor Fault Samples. - Qinglei Zhang; Qunshan He; Jiyun Qin; Jianguo Duan (Entropy, 2023)

LCCH: A low computational complexity hybrid model based on the half-router attention for biopharmaceutical indicators prediction. - Yichen Song; Chenxi Xia; Simengxu Qiao; Changdi Li; Qunshan He; Xinggao Liu (BIBM, 2024)

Hidformer: Hierarchical dual-tower transformer using multi-scale mergence for long-term time series forecasting. - Zhaoran Liu; Yizhi Cao; Hu Xu; Yuxin Huang 007; Qunshan He; Xinjie Chen; Xiaoyu Tang; Xinggao Liu (Expert Syst. Appl., 2024)

HMT: Hybrid mechanistic Transformer for bio-fabrication prediction under complex environmental conditions. - Yichen Song; Hu Xu; Changdi Li; Qunshan He; Zijian Tian; Xinggao Liu (Expert Syst. Appl., 2024)

Fast Forest Fire Detection and Segmentation Application for UAV-Assisted Mobile Edge Computing System. - Changdi Li; Guangye Li; Yichen Song; Qunshan He; Zijian Tian; Hu Xu; Xinggao Liu (IEEE Internet Things J., 2024)

Causality Enhanced Global-Local Graph Neural Network for Bioprocess Factor Forecasting. - Ziyue Sun; Yinlong Li; Qunshan He; Hu Xu; Wenhai Wang; Xinggao Liu (IEEE Trans. Ind. Informatics, 2024)

A soft sensor net based on the symplectic decomposition-global attention reconstruction architecture for biopharmaceutical industry. - Simengxu Qiao; Yichen Song; Qunshan He; Shifan Chen; He Zhang; Xinggao Liu (Appl. Soft Comput., 2025)

Gate-based GWNet for process quality filter and multioutput prediction. - Shifan Chen; Qunshan He; Peiyan Tu; Simengxu Qiao; He Zhang; Xinggao Liu (Expert Syst. Appl., 2025)

TMoE-P: Toward the Pareto Optimum for Multivariate Soft Sensors. - Licheng Pan; Hao Wang 049; Zhichao Chen 001; Yuxin Huang 007; Zhaoran Liu; Qunshan He; Xinggao Liu (IEEE Trans Autom. Sci. Eng., 2025)

Controllable Mixture-of-Experts for Multivariate Soft Sensors. - Licheng Pan; Hao Wang 049; Zhichao Chen 001; Yuxin Huang 007; Yunlong Niu; Zhaoran Liu; Qunshan He; Xinggao Liu (IEEE Trans Autom. Sci. Eng., 2025)

DeepFilter: An Instrumental Baseline for Accurate and Efficient Process Monitoring. - Hao Wang 049; Zhichao Chen 001; Licheng Pan; Xiaoyu Jiang; Yichen Song; Qunshan He; Xinggao Liu (CoRR, 2025)