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realrui's Projects

moon icon moon

Model-Contrastive Federated Learning (CVPR 2021)

niid-bench icon niid-bench

Federated Learning on Non-IID Data Silos: An Experimental Study

oarf icon oarf

The OARF Benchmark Suite

oort icon oort

Oort: Efficient Federated Learning via Guided Participant Selection

openglobe icon openglobe

A 3D engine for virtual globes (think Google Earth or NASA World Wind) designed to illustrate the engine design and rendering techniques described in our book. OpenGlobe is written in C# and uses OpenGL 3.3 core profile (via OpenTK). See the web site linked below for more information

osgearth icon osgearth

A free open source C++ terrain rendering toolkit.

pfedme icon pfedme

Personalized Federated Learning using Pytorch (pFedMe)

pydentity icon pydentity

A repository for leveraging Self-Sovereign Identity in applications

pyramidfl icon pyramidfl

[ACM MobiCom 2022] " PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Chenning Li, Xiao Zeng, Mi Zhang, and Zhichao Cao.

pysyft icon pysyft

A library for encrypted, privacy preserving machine learning

realrui icon realrui

Config files for my GitHub profile.

rscfed icon rscfed

CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning

simplescene icon simplescene

Simple WavefrontOBJViewer and rudamentary scene manager C# and OpenTK / OpenGL

swarm_learning icon swarm_learning

Scripts for figures and calculations of the manuscript by Warnat-Herresthal el al. 2020

volsample icon volsample

Research on sampling methods for real-time volume rendering

vrl-sgd icon vrl-sgd

Code for paper: Variance Reduced Local SGD with Lower Communication Complexity

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