Shengyuan Hu

Ditto: Fair and Robust Federated Learning Through Personalization

Tian Li, Shengyuan Hu, Ahmad Beirami et al. · arXiv (Cornell University) · 2020 · 218 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14

A New Defense Against Adversarial Images: Turning a Weakness into a Strength.

Tao Yu, Shengyuan Hu, Chuan Guo et al. · arXiv (Cornell University) · 2019 · 27 citations · Full text

Image Analysis, Machine Learning, Engineering +14

Ditto: Fair and Robust Federated Learning Through Personalization

Tian Li, Shengyuan Hu, Ahmad Beirami et al. · International Conference on Machine Learning · 2021 · 24 citations

Artificial Intelligence, Engineering, Machine Learning +14

On Privacy and Personalization in Cross-Silo Federated Learning

Ziyu Liu, Shengyuan Hu, Zhiwei Steven Wu et al. · arXiv (Cornell University) · 2022 · 20 citations · Full text

Artificial Intelligence, Privacy Protection, Engineering +21

FedSynth: Gradient Compression via Synthetic Data in Federated Learning

Shengyuan Hu, Jack Goetz, Kshitiz Malik et al. · arXiv (Cornell University) · 2022 · 18 citations · Full text

Artificial Intelligence, New Scheme, Decentralized Machine Learning +11