MINIPI: A MultI-scale Neural Network Based Impulse Radio Ultra-Wideband Radar Indoor Personnel Identification Method. - Lingyi Meng; Jinhui Zhang; Xikang Jiang; Wenyao Mu; Yili Wang 003; Lei Li 009; Lin Zhang 013 (PRCV (2), 2022)

An empirical study of incorporating syntactic constraints into BERT-based location metonymy resolution. - Hao Wang 097; Siyuan Du; Xiangyu Zheng; Lingyi Meng (Nat. Lang. Eng., 2023)

XGBoost-B-GHM: An Ensemble Model with Feature Selection and GHM Loss Function Optimization for Credit Scoring. - Yuxuan Xia; Shanshan Jiang; Lingyi Meng; Xin Ju 004 (Syst., 2024)

Hierarchical Human Motion Intention Prediction for Increasing Efficacy of Human-Robot Collaboration. - Lingyi Meng; Lin Yang; Enhao Zheng (IEEE Robotics Autom. Lett., 2024)

An advanced multi-source data fusion method utilizing deep learning techniques for fire detection. - Shikuan Wang; Mengquan Wu; Xinghua Wei; Xiaodong Song; Qingtong Wang; Yanchun Jiang; Jinkun Gao; Lingyi Meng; Zhipeng Chen; Qiyue Zhang; Yike Zhang; Shuang Liang; et al. (Eng. Appl. Artif. Intell., 2025)

Intelligent vehicle driving decision-making model based on variational AutoEncoder network and deep reinforcement learning. - Shufeng Wang; Zhengli Wang; Xinkai Wang; Qingwei Liang; Lingyi Meng (Expert Syst. Appl., 2025)

Application of N37A Nonlinear Constitutive Relation in the Subgrade Filling of Ballastless Track. - Peng Xie; Yuhua Wang; Lingyi Meng (J. Circuits Syst. Comput., 2025)