A unified network of information considering superimposed landslide factors sequence and pixel spatial neighbourhood for landslide susceptibility mapping. - Yi He 016; Zhanao Zhao; Wang Yang 003; Haowen Yan; Wenhui Wang; Sheng Yao 004; Lifeng Zhang; Tao Liu 047 (Int. J. Appl. Earth Obs. Geoinformation, 2021)

An Extraction Method for Glacial Lakes Based on Landsat-8 Imagery Using an Improved U-Net Network. - Yi He 016; Sheng Yao 004; Wang Yang 003; Haowen Yan; Lifeng Zhang; Zhiqing Wen; Yali Zhang; Tao Liu 047 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

An InSAR Interferogram Filtering Method Based on Multi-Level Feature Fusion CNN. - Wang Yang 003; Yi He 016; Sheng Yao 004; Lifeng Zhang; Shengpeng Cao; Zhiqing Wen (Sensors, 2022)

Time-Series Analysis and Prediction of Surface Deformation in the Jinchuan Mining Area, Gansu Province, by Using InSAR and CNN-PhLSTM Network. - Yi He 016; Haowen Yan; Wang Yang 003; Sheng Yao 004; Lifeng Zhang; Yi Chen; Tao Liu 047 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

A Deep Convolutional Neural Network With Multiscale Feature Dynamic Fusion for InSAR Phase Filtering. - Wang Yang 003; Yi He 016; Lifeng Zhang; Sheng Yao 004; Zhiqing Wen; Shengpeng Cao; Zhanao Zhao; Yi Chen; Yali Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

A ConvLSTM Neural Network Model for Spatiotemporal Prediction of Mining Area Surface Deformation Based on SBAS-InSAR Monitoring Data. - Sheng Yao 004; Yi He 016; Lifeng Zhang; Wang Yang 003; Yi Chen; Qiang Sun; Zhanao Zhao; Shengpeng Cao (IEEE Trans. Geosci. Remote. Sens., 2023)

A landslide extraction method of channel attention mechanism U-Net network based on Sentinel-2A remote sensing images. - Hesheng Chen; Yi He 016; Lifeng Zhang; Sheng Yao 004; Wang Yang 003; Yumin Fang; Yaoxiang Liu; Binghai Gao (Int. J. Digit. Earth, 2023)

Analysis of the future trends of typical mountain glacier movements along the Sichuan-Tibet Railway based on ConvGRU network. - Yali Zhang; Lifeng Zhang; Yi He 016; Sheng Yao 004; Wang Yang 003; Shengpeng Cao; Qiang Sun (Int. J. Digit. Earth, 2023)

A TDFC-RNNs framework integrated temporal convolutional attention mechanism for InSAR surface deformation prediction: A case study in Beijing Plain. - Sheng Yao 004; Changfeng Jing; Xu He; Yi He 016; Lifeng Zhang (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Spatiotemporal Characteristics and Prediction of Ecological Safety in the Yellow River Basin of China. - Xiao Wei; Lifeng Zhang; Yi He 016; Binghai Gao; Sheng Yao 004; Yujie Ding; Yan Guo; Ling Ran (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

SASTGCN: Semantic-Augmented Spatio-temporal graph convolutional network for subway flow prediction. - Shiyuan Jin; Changfeng Jing; Sheng Yao 004; Yushan Zhang; Pu Zhao; Jinlong Zhang (Int. J. Appl. Earth Obs. Geoinformation, 2025)