Ye Ouyang

Vertical Federated Learning: Concepts, Advances, and Challenges

Yang Liu, Yan Kang, Tianyuan Zou et al. · IEEE Transactions on Knowledge and Data Engineering · 2024 · 258 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Detection of Safety Helmet Wearing Based on Improved Faster R-CNN

Songbo Chen, Wenhu Tang, Tianyao Ji et al. · 2020 · 67 citations

Safety Helmet, Convolutional Neural Network, Engineering +17

Towards efficient communications in federated learning: A contemporary survey

Zihao Zhao, Yuzhu Mao, Yang Liu et al. · Journal of the Franklin Institute · 2023 · 65 citations

Engineering, Federated Learning, Federated Structure +4

AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments

Hao Wen, Yuanchun Li, Zunshuai Zhang et al. · 2023 · 42 citations · Full text

Model Architectures, Tailored Model Architectures, Engineering +16

Vertical Federated Learning: Concepts, Advances and Challenges

Yang Liu, Yan Kang, Tianyuan Zou et al. · arXiv (Cornell University) · 2022 · 20 citations · Full text