Pinned Repositories
CGBN
modified CGBN for cmake
colink-unifed-fedtree
FedTree
DPBoost
Privacy-Preserving Gradient Boosting Decision Trees (AAAI 2020)
FedKT
Practical One-Shot Federated Learning for Cross-Silo Setting
LLM-PBE
A toolkit to assess data privacy in LLMs (under development)
MOON
Model-Contrastive Federated Learning (CVPR 2021)
FedTree
A tree-based federated learning system (MLSys 2023)
NIID-Bench
Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
thundergbm
ThunderGBM: Fast GBDTs and Random Forests on GPUs
thundersvm
ThunderSVM: A Fast SVM Library on GPUs and CPUs
QinbinLi's Repositories
QinbinLi/MOON
Model-Contrastive Federated Learning (CVPR 2021)
QinbinLi/FedKT
Practical One-Shot Federated Learning for Cross-Silo Setting
QinbinLi/DPBoost
Privacy-Preserving Gradient Boosting Decision Trees (AAAI 2020)
QinbinLi/LLM-PBE
A toolkit to assess data privacy in LLMs (under development)
QinbinLi/CGBN
modified CGBN for cmake
QinbinLi/colink-unifed-fedtree
FedTree
QinbinLi/flower
Flower: A Friendly Federated Learning Framework
QinbinLi/pets-prize-challenge-runtime
Evaluation runtime for Phase 2 of the PETs Prize Challenge
QinbinLi/privacy
Library for training machine learning models with privacy for training data
QinbinLi/thundergbm
QinbinLi/thundersvm
ThunderSVM: A Fast SVM Library on GPUs and CPUs