Mingrui Liu

Ph.D.

Department of Computer Science
George Mason University
Fairfax, VA, 22030
USA

EMAIL

mingruiliu (dot) ml (at) gmail.com

mingruil (at) gmu (dot) edu

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Software

  • Codes for All Papers at MingruiLiu-ML-Lab
  • Sparse Federated Learning
  • Communication-Efficient Local Gradient Clipping for Training Deep Neural Networks
  • EPISODE: Episodic Gradient Clipping with Periodic Resampled Corrections for Federated Learning with Heterogeneous Data