Rui Han

Enhancing Robustness of On-Line Learning Models on Highly Noisy Data

Bogdan Robu, Robert Birke, Sara Bouchenak, 2021, IEEE Transactions on Dependable and Secure Computing.

Federated Learning With Heterogeneity-Aware Probabilistic Synchronous Parallel on Edge

Jon Crowcroft, Richard Mortier, Jianxin R. Zhao, 2021, IEEE Transactions on Services Computing.

Accelerating Gossip-Based Deep Learning in Heterogeneous Edge Computing Platforms

Chi Harold Liu, Rui Han, Lydia Y. Chen, 2021, IEEE Transactions on Parallel and Distributed Systems.

Delay-Sensitive Energy-Efficient UAV Crowdsensing by Deep Reinforcement Learning

Guoren Wang, Chi Harold Liu, Zipeng Dai, 2021, IEEE Transactions on Mobile Computing.

Accurate Differentially Private Deep Learning on the Edge

Dapeng Wu, Guoren Wang, Chi Harold Liu, 2021, IEEE Transactions on Parallel and Distributed Systems.

Mobile Crowdsensing for Data Freshness: A Deep Reinforcement Learning Approach

Guoren Wang, Chi Harold Liu, Zipeng Dai, 2021, IEEE INFOCOM 2021 - IEEE Conference on Computer Communications.

LegoDNN: block-grained scaling of deep neural networks for mobile vision

Guoren Wang, Chi Harold Liu, Rui Han, 2021, MobiCom.

LABELNET: Recovering Noisy Labels

Robert Birke, Amirmasoud Ghiassi, Rui Han, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).