Sheng Yao

According to our database, Sheng Yao authored at least 11 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

SASTGCN: Semantic-Augmented Spatio-temporal graph convolutional network for subway flow prediction.

Shiyuan Jin, Changfeng Jing, Sheng Yao, Yushan Zhang, Pu Zhao, Jinlong Zhang

Int. J. Appl. Earth Obs. Geoinformation, 2025

2024

Spatiotemporal Characteristics and Prediction of Ecological Safety in the Yellow River Basin of China.

Xiao Wei, Lifeng Zhang, Yi He, Binghai Gao, Sheng Yao, Yujie Ding, Yan Guo, Ling Ran

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

A TDFC-RNNs framework integrated temporal convolutional attention mechanism for InSAR surface deformation prediction: A case study in Beijing Plain.

Sheng Yao, Changfeng Jing, Xu He, Yi He, Lifeng Zhang

Int. J. Appl. Earth Obs. Geoinformation, 2024

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, Sheng Yao, Wang Yang, Shengpeng Cao, Qiang Sun

Int. J. Digit. Earth, December, 2023

A landslide extraction method of channel attention mechanism U-Net network based on Sentinel-2A remote sensing images.

Hesheng Chen, Yi He, Lifeng Zhang, Sheng Yao, Wang Yang, Yumin Fang, Yaoxiang Liu, Binghai Gao

Int. J. Digit. Earth, December, 2023

A ConvLSTM Neural Network Model for Spatiotemporal Prediction of Mining Area Surface Deformation Based on SBAS-InSAR Monitoring Data.

Sheng Yao, Yi He, Lifeng Zhang, Wang Yang, Yi Chen, Qiang Sun, Zhanao Zhao, Shengpeng Cao

IEEE Trans. Geosci. Remote. Sens., 2023

2022

A Deep Convolutional Neural Network With Multiscale Feature Dynamic Fusion for InSAR Phase Filtering.

Wang Yang, Yi He, Lifeng Zhang, Sheng Yao, Zhiqing Wen, Shengpeng Cao, Zhanao Zhao, Yi Chen, Yali Zhang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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, Haowen Yan, Wang Yang, Sheng Yao, Lifeng Zhang, Yi Chen, Tao Liu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

An InSAR Interferogram Filtering Method Based on Multi-Level Feature Fusion CNN.

Wang Yang, Yi He, Sheng Yao, Lifeng Zhang, Shengpeng Cao, Zhiqing Wen

Sensors, 2022

2021

An Extraction Method for Glacial Lakes Based on Landsat-8 Imagery Using an Improved U-Net Network.

Yi He, Sheng Yao, Wang Yang, Haowen Yan, Lifeng Zhang, Zhiqing Wen, Yali Zhang, Tao Liu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

A unified network of information considering superimposed landslide factors sequence and pixel spatial neighbourhood for landslide susceptibility mapping.

Yi He, Zhanao Zhao, Wang Yang, Haowen Yan, Wenhui Wang, Sheng Yao, Lifeng Zhang, Tao Liu

Int. J. Appl. Earth Obs. Geoinformation, 2021