Welcome to the DeepWok Lab

The DeepWok Lab, is an ML research group led by Dr. Aaron Zhao, where the group members are mainly from Imperial College London and the University of Cambridge.

Members


Student Projects

Each year, we run and supervise a number of students for their undergraduate and master projects at Imperial College London and the University of Cambridge. We also run a great number of summer research internships.

Academic Year 2023

Academic Year 2022

  • Tim Clifford (Summer Research Intern, from University of Cambridge)
  • Joseph Rance (Summer Research Intern, from University of Cambridge)
  • Victor Zhao (Summer Research Intern, from University of Cambridge)
  • Skye Purchase (Summer Research Intern, from University of Cambridge)
  • Cindy Wu (Summer Research Intern, from University of Cambridge)
  • Guo Yang (Summer Research Intern, from University of Cambridge)
  • Prisha Satwani (Summer Research Intern, from LSE)
  • Jason Brown (Summer Research Intern, from University of Cambridge)

Publication

Year 2022

Rapid Model Architecture Adaption for Meta-Learning Y Zhao, X Gao, I Shumailov, N Fusi, R Mullins Advances in Neural Information Processing Systems 35 (NeurIPS)

DAdaQuant: Doubly-adaptive quantization for communication-efficient Federated Learning R Hönig, Y Zhao, R Mullins International Conference on Machine Learning (ICML)