Guoliang Cheng

A bioinformatics investigation into molecular mechanism of Yinzhihuang granules for treating hepatitis B by network pharmacology and molecular docking verification

Jingyuan Zhang, Xinkui Liu, Wei Zhou et al. · Scientific Reports · 2020 · 50 citations · Full text

Bioinformatics Investigation, Yinzhihuang Granules, Immunology +18

Split Learning with Differential Privacy for Integrated Terrestrial and Non-Terrestrial Networks

Maoqiang Wu, Guoliang Cheng, Peichun Li et al. · IEEE Wireless Communications · 2023 · 45 citations

Privacy Protection, Engineering, Machine Learning +21

Federated Split Learning With Data and Label Privacy Preservation in Vehicular Networks

Maoqiang Wu, Guoliang Cheng, Dongdong Ye et al. · IEEE Transactions on Vehicular Technology · 2023 · 29 citations

Federated Split Learning, Internet Of Vehicle, Privacy Protection +21

AnycostFL: Efficient On-Demand Federated Learning over Heterogeneous Edge Devices

Peichun Li, Guoliang Cheng, Xumin Huang et al. · 2023 · 26 citations

Engineering, Machine Learning, Data Science +15

Snowball: Energy Efficient and Accurate Federated Learning With Coarse-to-Fine Compression Over Heterogeneous Wireless Edge Devices

Peichun Li, Guoliang Cheng, Xumin Huang et al. · IEEE Transactions on Wireless Communications · 2023 · 18 citations