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  • Qiang Fan (Coordinator)
  • Jianan Bai (Coordinator)
  • Bodong Shang
  • Bowen Xu
  • Emadeldin Abbas Mazied Abdrabou
  • Hao Song
  • Shashank Jere
  • Yibin Liang

Tasks and Deadlines


  • Federated Learning
    • McMahan, Brendan, et al. “Communication-efficient learning of deep networks from decentralized data.” Artificial Intelligence and Statistics. PMLR, 2017. PDF
    • Li, Xiang, et al. “On the convergence of fedavg on non-iid data.” arXiv preprint arXiv:1907.02189 (2019).PDF
    • Karimireddy, Sai Praneeth, et al. “Scaffold: Stochastic controlled averaging for on-device federated learning.” arXiv preprint arXiv:1910.06378 (2019).PDF

Mobile Edge Computing

  • 10/01/19: Dr. Liu, Junchao, Lianjun, and Jianan have a discussion with Dr. Xiang Chen and his group from George Mason University on their works of neural network decoupling. Please check out the Meeting Minutes.
  • 09/25/19: The first task force meeting in Fall 2019. Reviewing papers from Proceedings of IEEE
    • Bodong: A Survey on Mobile Edge Computing: Communication Perspective;
    • Kian: Edge Computing Security: State of the Art and Challenges; Privacy Techniques for Edge Computing Systems
    • Jianan: Deep Learning with Edge Computing; In-Edge AI
    • Junchao: Edge Intelligence: Paving the Last Mile of AI with Edge Computing
    • Action Item for Bodong: call for next meeting within two weeks (by Oct. 9th)
group/status/mec.txt · Last modified: 2020/08/26 00:15 by jnbai