Jie Yang

Deep learning for vibrational spectral analysis: Recent progress and a practical guide

Jie Yang, Jinfan Xu, Xiaolei Zhang et al. · Analytica Chimica Acta · 2019 · 275 citations

Engineering, Machine Learning, Data Science +8

Towards interpreting multi-temporal deep learning models in crop mapping

Jinfan Xu, Jie Yang, Xingguo Xiong et al. · Remote Sensing of Environment · 2021 · 172 citations

Crop Mapping, Precision Agriculture, Machine Vision +7

UniGNN: a Unified Framework for Graph and Hypergraph Neural Networks

Jing Huang, Jie Yang · 2021 · 168 citations · Full text

Engineering, Machine Learning, Network Analysis +18

Multiparty secret sharing of quantum information using and identifying Bell states

Z. J. Zhang, Jie Yang, Zhong‐Xiao Man et al. · The European Physical Journal D · 2005 · 139 citations

Quantum Science, Quantum Cryptography, Quantum Security +13

Understanding the learning mechanism of convolutional neural networks in spectral analysis

Xiaolei Zhang, Jinfan Xu, Jie Yang et al. · Analytica Chimica Acta · 2020 · 134 citations

Spectral Theory, Convolutional Neural Network, Image Analysis +9