Multivariate decision trees with monotonicity constraints. - Shenglei Pei; Qinghua Hu; Chao Chen (Knowl. Based Syst., 2016)

Monotonicity Induced Parameter Learning for Bayesian Networks with Limited Data. - Jingzhuo Yang; Yu Wang 106; Shenglei Pei; Qinghua Hu (IJCNN, 2018)

Partially monotonic decision trees. - Shenglei Pei; Qinghua Hu (Inf. Sci., 2018)

A Tensor Foreground-Background Separation Algorithm Based on Dynamic Dictionary Update and Active Contour Detection. - Shenglei Pei; Linhao Li; Lijuan Ye; Yongfeng Dong (IEEE Access, 2020)

Exploring and exploiting hierarchical structures for large-scale classification. - Junyan Zheng; Yu Wang 106; Shenglei Pei; Qinghua Hu (Int. J. Mach. Learn. Cybern., 2024)

Visible-thermal cross-modality class-incremental learning. - Xinjie Yao; Yingxue Wang; Yu Wang 106; Pengfei Zhu 001; Ruipu Zhao; Weihao Li; Shenglei Pei; Wanyu Lin (Expert Syst. Appl., 2025)

Deep subspace clustering via latent representation learning. - Shenglei Pei; Qinghao Han; Zepu Hao; Hong Zhao (Appl. Intell., 2025)