Yang Qin

A Selective Model Aggregation Approach in Federated Learning for Online Anomaly Detection

Yang Qin, Hiroki Matsutani, Masaaki Kondo, 2020, 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics).

A state-of-the-art survey on solving non-IID data in Federated Learning

Yang Qin, Xiaodong Ma, Jia Zhu, 2022, Future Gener. Comput. Syst..

Traffic Flow Prediction Based on Federated Learning with Joint PCA Compression and Bayesian Optimization

Yang Qin, Ruonan Li, Lu Zang, 2022, 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

A Reinforcement Learning Based Data Storage and Traffic Management in Information-Centric Data Center Networks

Yang Qin, Weihong Yang, ZhaoZheng Yang, 2020, Mobile Networks and Applications.

Privacy-preserving federated learning framework in multimedia courses recommendation

Yang Qin, Jia Zhu, Ming Li, 2022, Wireless Networks.

Federated Learning-Based Network Intrusion Detection with a Feature Selection Approach

Yang Qin, Masaaki Kondo, 2021, 2021 International Conference on Electrical, Communication, and Computer Engineering (ICECCE).

MLMG: Multi-Local and Multi-Global Model Aggregation for Federated Learning

Masaaki Kondo, Yang Qin, Yang Qin, 2021, 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops).