skip to content

Department of Computer Science and Technology

 

Biography

I am a 3rd 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 I also spent a year at ETH Zurich for MSc but withdrawn and come to Cambridge for PhD in 2021.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).

 

My name in Chinese is 梁燚磊

Working Experiences

Hobby

Research

Federated Learning, Networking

Teaching

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