Prediction of Geological Parameters during Tunneling by Time Series Analysis on In Situ Data. - Shanglin Liu; Kaihong Yang; Jie Cai; Siyang Zhou; Qian Zhang 078 (Comput. Intell. Neurosci., 2021)

A New Password- and Position-Based Authenticated Key Exchange. - Jia Fan; Lanfei Qiao; Yunfei Cao; Shanglin Liu; Wenke Zhang; Lin Tang (Secur. Commun. Networks, 2021)

Study on transfer learning of shield tunneling parameters based on LSTM model. - Huanhuan Liu; Shanglin Liu; Qian Zhang 078; Wei Guo 032 (EITCE, 2022)

High Altitude Platform (HAP) Communication System Based on Satellite Communication Theory. - Jingyu Zhao 013; Jianxiao Zou; Zhangping Li; Li Ding; Shanglin Liu; Yiming Liao (ICCT, 2022)

Physics-based machine learning method and the application to energy consumption prediction in tunneling construction. - Siyang Zhou; Shanglin Liu; Yilan Kang; Jie Cai; Haimei Xie; Qian Zhang 078 (Adv. Eng. Informatics, 2022)

Robust prediction of thrust for tunnel boring machines with adaptive heavy-tailed error distribution. - Shuang Li; Qian Zhang 078; Shanglin Liu; Minghui Ma (Adv. Eng. Informatics, 2024)

MODfinity: Unsupervised Domain Adaptation with Multimodal Information Flow Intertwining. - Shanglin Liu; Jianming Lv; Jingdan Kang; Huaidong Zhang; Zequan Liang; Shengfeng He (CVPR, 2025)