男，博士，讲师，硕士生导师，任职于计算机与信息工程学院。
主要研究方向：联邦学习、边缘计算、多模态学习
联系方式：yangmiao1133@163.com
教育经历
2011.09 - 2015.07，吉林大学，电子信息工程，工学学士
2017.09 - 2022.07，中国科学院上海高等研究院，通信与信息系统，工学博士
工作经历
2022.07-2023.07 杭州海康威视数字技术股份有限公司，研究院
2023.08 - 至今，厦门理工学院，计算机与信息工程学院，讲师
主要论文
l Yang M, Wang X, Qian H, et al. An Improved Federated Learning Algorithm for Privacy Preserving in Cybertwin-Driven 6G System[J]. IEEE Transactions on Industrial Informatics, 2022, 18(10): 6733-6742 (SCI, IF=10.6).
l Yang M, Qian H, Wang X, et al. Client selection for federated learning with label noise[J]. IEEE Transactions on Vehicular Technology, 2021, 71(2): 2193-2197 (SCI, IF=6.8).
l Yang M, Zhu H, Wang H, et al. An online learning approach to computation offloading in dynamic fog networks[J]. IEEE Internet of Things Journal, 2020, 8(3): 1572-1584 (SCI, IF=12.3).
l Yang M, Zhu H, Qian H, et al. Peer offloading with delayed feedback in fog networks[J]. IEEE Internet of Things Journal, 2021, 8(17): 13690-13702 (SCI, IF=12.3).
l Yang M, Wang X, Zhu H, et al. Federated learning with class imbalance reduction[C]//2021 29th European Signal Processing Conference (EUSIPCO). IEEE, 2021: 2174-2178 (EI).
l Yang M, Zhu H, Wang H, et al. Peer to peer offloading with delayed feedback: An adversary bandit approach[C]//ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2020: 5035-5039 (EI, CCF-B).
l Yang M, Yang L, Zhu Z, et al. Data Censoring in Renewable Energy Enabled Wireless Sensor Networks[C]//2019 IEEE 90th Vehicular Technology Conference (VTC2019-Fall). IEEE, 2019: 1-5 (EI).
l Kuang J, Yang M, Zhu H, et al. Client selection with bandwidth allocation in federated learning[C]//2021 IEEE Global Communications Conference (GLOBECOM). IEEE, 2021: 01-06(EI).
l Hu S, Yang M, Kang K, et al. Low complexity SLM for OFDMA system with implicit side information[C]//ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2021: 7933-7937(EI, CCF-B).
l Zhu H, Kuang J, Yang M, et al. Client Selection With Staleness Compensation in Asynchronous Federated Learning[J]. IEEE Transactions on Vehicular Technology, 2022, 72(3): 4124-4129 (SCI, IF=6.8).
l Hu S, Wan S, Yang M, et al. An Improved SLM Algorithm for OFDMA System with Implicit Side Information[J]. Journal of Signal Processing Systems, 2022, 94(8): 837-846 (EI).
l Zhang J, Kang K, Yang M, et al. Aoi-minimization in uav-assisted IoT network with massive devices[C]//2022 IEEE Wireless Communications and Networking Conference (WCNC). IEEE, 2022: 1290-1295(EI).
