Fault Detection and process monitoring of industrial process based on spherical kernel T-PLS. - Zelin Ren; Jian Hou 001; Hongpeng Zhou (IECON, 2016)

Multivariate statistic methods for predicting electricity consumption of Beijing. - Hongyan Yang; Lei Liu; Hongpeng Zhou; Tianyi Gao (IECON, 2016)

Key data set selection algorithm based on PLS regression in industrial process. - Mingyang Yang; Xuebo Yang; Chengming Yang; Hongpeng Zhou (IECON, 2016)

PCA and PLS monitoring approaches for fault detection of wastewater treatment process. - Ao Chen; Hongpeng Zhou; Yujian An; Wei Sun (ISIE, 2016)

A data-driven KPI prediction method for vehicular cyber physical system. - Hongpeng Zhou; Ao Chen; Chengming Yang; Jiapeng Yin; Han Yu (ISIE, 2016)

BayesNAS: A Bayesian Approach for Neural Architecture Search. - Hongpeng Zhou; Minghao Yang; Jun Wang 012; Wei Pan 004 (ICML, 2019)

A Sparse Bayesian Deep Learning Approach for Identification of Cascaded Tanks Benchmark. - Hongpeng Zhou; Chahine Ibrahim; Wei Pan 004 (CoRR, 2019)

Pedestrian Detection Based on Panoramic Depth Map Transformed from 3D-LiDAR Data. - Guoqiang Chen; Zhuangzhuang Mao; Huailong Yi; Xiaofeng Li; Bingxin Bai; Mengchao Liu; Hongpeng Zhou (Period. Polytech. Electr. Eng. Comput. Sci., 2020)

Sparse Bayesian deep learning for dynamic system identification. - Hongpeng Zhou; Chahine Ibrahim; Wei-Xing Zheng 001; Wei Pan 004 (Autom., 2022)

Bayesian Learning to Discover Mathematical Operations in Governing Equations of Dynamic Systems. - Hongpeng Zhou; Wei Pan 004 (CoRR, 2022)

RobotSDF: Implicit Morphology Modeling for the Robotic Arm. - Yusheng Yang; Jiajia Liu; Hongpeng Zhou; Afimbo Reuben Kwabena; Yuqiao Zhong; Yangmin Xie (Sensors, 2024)

Hierarchical Physics-Informed Neural Network for Rotor System Health Assessment. - Xue Liu; Wei Cheng; Ji Xing; Xuefeng Chen 002; Zhibin Zhao; Lin Gao; Rongyong Zhang; Qian Huang; Hongpeng Zhou; Weixing Zheng 001; Wei Pan 004 (IEEE Trans Autom. Sci. Eng., 2025)

Rethinking RoPE: A Mathematical Blueprint for N-dimensional Positional Encoding. - Haiping Liu; Hongpeng Zhou (CoRR, 2025)