ASCFL: Accurate and Speedy Semi-Supervised Clustering Federated Learning

FedAda: Fast-convergent adaptive federated learning in heterogeneous mobile edge computing environment

(2022) Jinghui Zhang et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

FedCVT: Semi-Supervised Vertical Federated Learning with Cross-View Training

(2022) Yan Kang et al.   ACM Transactions on Intelligent Systems and Technology

Privacy-preserving Federated Deep Learning for Wearable IoT-based Biomedical Monitoring

(2021) Yekta Said Can et al.   ACM Transactions on Internet Technology

Improved approximate minimum degree ordering method and its application for electrical power network analysis and computation

(2021) Jian Guo et al.   TSINGHUA SCIENCE AND TECHNOLOGY

FASTGNN: A Topological Information Protected Federated Learning Approach for Traffic Speed Forecasting

(2021) Chenhan Zhang et al.   IEEE Transactions on Industrial Informatics

Semi-Supervised Federated Learning for Travel Mode Identification From GPS Trajectories

(2021) Yuanshao Zhu et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

FedMCCS: Multicriteria Client Selection Model for Optimal IoT Federated Learning

(2020) Sawsan Abdulrahman et al.   IEEE Internet of Things Journal

Utility aware offloading for mobile-edge computing

(2020) Ran Bi et al.   TSINGHUA SCIENCE AND TECHNOLOGY

Reliable data storage in heterogeneous wireless sensor networks by jointly optimizing routing and storage node deployment

(2020) Huan Yang et al.   TSINGHUA SCIENCE AND TECHNOLOGY

MLPAM: A Machine Learning and Probabilistic Analysis Based Model for Preserving Security and Privacy in Cloud Environment

(2020) Ishu Gupta et al.   IEEE Systems Journal

Clustered Federated Learning: Model-Agnostic Distributed Multitask Optimization Under Privacy Constraints

(2020) Felix Sattler et al.   IEEE Transactions on Neural Networks and Learning Systems

Mapping the Technological Landscape of Emerging Industry Value Chain Through a Patent Lens: An Integrated Framework With Deep Learning

(2020) Guannan Xu et al.   IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT

Robust and Communication-Efficient Federated Learning From Non-i.i.d. Data

(2019) Felix Sattler et al.   IEEE Transactions on Neural Networks and Learning Systems