Yu Zheng's Projects
A Three Party MPC framework for Machine learning and Databases
Code of my website
autodp: A flexible and easy-to-use package for differential privacy
A curated collection of links for economists
Federated Learning Library: https://fedml.ai
Paper Lists for Graph Neural Networks
A curated list of awesome mathematics resources
A curated list of multi party computation resources and links.
A curated list of awesome social engineering resources.
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
Aggregator for amazing ZKML resources
CVPR and NeurIPS poster examples and templates. May we have in-person poster session soon!
โฐ Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
A complete computer science study plan to become a software engineer.
A study of Cosine Similarity based Edge Reconstruction Attack against edge privacy
C++้ฃไบไบ
A framework for Privacy Preserving Machine Learning
[ADMA'23] Cryptography-Inspired Federated Learning Variants for GAN and Meta Learning (Regular/Oral)
C++ and Python support for the CUDA Quantum programming model for heterogeneous quantum-classical workflows
ๅบไบใcuda็ผ็จ-ๅบ็กไธๅฎ่ทตใ๏ผๆจๅฒๅ ่๏ผ็cudaๅญฆไน ไน่ทฏใ
[CCS 2021] "DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation" by Boxin Wang*, Fan Wu*, Yunhui Long*, Luka Rimanic, Ce Zhang, Bo Li
็ผ็จๅผๅ็ธๅ
ณไนฆ็ฑๆด็ๅไบซ๏ผๆ็ปญๆดๆฐ...
Python package built to ease deep learning on graph, on top of existing DL frameworks.
Google's differential privacy libraries.
Diffprivlib: The IBM Differential Privacy Library