Hongyuan Zhan

Consensus Ensemble System for Traffic Flow Prediction

Hongyuan Zhan, Gabriel Gomes, Xiaoye Sherry Li et al. · IEEE Transactions on Intelligent Transportation Systems · 2018 · 48 citations

Consensus Ensemble System, Engineering, Machine Learning +17

Federated Learning with Buffered Asynchronous Aggregation

John Nguyen, Kshitiz Malik, Hongyuan Zhan et al. · arXiv (Cornell University) · 2021 · 37 citations · Full text

Artificial Intelligence, Training Speed, Engineering +15

Papaya: Practical, Private, and Scalable Federated Learning

Dzmitry Huba, John Nguyen, Kshitiz Malik et al. · arXiv (Cornell University) · 2021 · 29 citations · Full text

Cluster Computing, Engineering, Machine Learning +20

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

Evaluating Lottery Tickets Under Distributional Shifts

Shrey Desai, Hongyuan Zhan, A. Aly · 2019 · 14 citations · Full text