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Department of Computer Science and Technology

 

    Biography

    I am a 2nd year PhD student in the Department of Computer Science and Technology, University of Cambridge. I received my Bachelor Degree in Computer Science from King's College London in 2020. I also spent a year at ETH Zurich for MSc but withdrawn and come to Cambridge for PhD in 2021. I am also CCIE certified in Routing and Switching (with some knowledge in Data Center and Security).

     

    Hobby

    • Rhythm Game
    • Flying an aeroplane (Current Student Pilot)
    • Research (Yes :))

    Research

    Federated Learning, Networking

    Professional Activities

    Academic Services

    Publications

    • Federated Split GANs for collaborative training with heterogeneous devices (Software Impact, Invited Paper, Yilei Liang, Pranvera Kortoçi Pengyuan Zhou, Lik-Hang Lee, Abbas Mehrabi, Pan Hui, Sasu Tarkoma, Jon Crowcroft) [Paper]
    • Efficient Federated Learning Under Non-IID Conditions With Attackers (FedEdge 2022, Huan Zou, Yuchao Zhang, Xirong Que, Yilei Liang, Jon Crowcroft) ---  In conjunction with ACM Mobicom 2022. [Paper]
    • Federated Split GANs (FedEdge 2022, Pranvera Kortoçi, Yilei Liang, Pengyuan Zhou, Lik-Hang Lee, Abbas Mehrabi, Pan Hui, Sasu Tarkoma, Jon Crowcroft) [Paper] ---  In conjunction with ACM Mobicom 2022.
    • PAIGE: Towards a Hybrid-Edge Design for Privacy-Preserving Intelligent Personal Assistants: The 3rd International Workshop on Edge Systems, Analytics and Networking (EdgeSys 2020, Yilei Liang, Dan O’Keeffe, Nishanth Sastry)  [Paper]  ---  In conjunction with ACM EuroSys 2020.

    Contact Details

    Room: 
    FN07
    Office phone: 
    (01223) 7-63775
    Email: 

    yl841@cam.ac.uk