Ivan's repositories
Efficient-Privacy-Preserving-Federated-Learning-With-Improved-Compressed-Sensing
The source code of the paper "Efficient Privacy-Preserving Federated Learning with Compressed Sensing"
Resume-Template-in-Chinese
Resume-Template-in-Chinese
CS144Learn
🌐 CS144 计算机网络实验
NIID-Bench
Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
PFL-Non-IID
The origin of the Non-IID phenomenon is the personalization of users, who generate the Non-IID data. With Non-IID (Not Independent and Identically Distributed) issues existing in the federated learning setting, a myriad of approaches has been proposed to crack this hard nut. In contrast, the personalized federated learning may take the advantage of the Non-IID data to learn the personalized model for each user. Thanks to @Stonesjtu, this platform can also record the GPU memory usage for the model.
Algorithm_learning
I wanna a job
CS144-Experimental-Backup
CS 144 networking lab (Backup)
DisPFL
[ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"
iTEditor
A Linux text editor written in Rust
ZhangIvan1.github.io
📖 Ivan的个人博客
Docker-manager-shell
A shell script for managing docker.
Dockerfiles
My Dockerfiles
Federated-Learning-with-Differential-Privacy
Implementation of dp-based federated learning framework using PyTorch
How-to-use
An introduction of how to use the server of the Miao Group
ivan-resume
Ivan的在线简历 Inspired by https://www.strml.net/
pingora
A library for building fast, reliable and evolvable network services.
SEAL-Python
Microsoft SEAL 4.X For Python
Typora_Notebooks_images
MD笔记图片保存
VHL
ICML2022: Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning
ZhangIvan1
🎉 ZhangIvan1's profile