Moming Duan

FedGroup: Efficient Clustered Federated Learning via Decomposed Data-Driven Measure

Duo Liu, Liang Liang, Yujuan Tan, 2020, 2010.06870.

FitCNN: A cloud-assisted and low-cost framework for updating CNNs on IoT devices

Liang Liang, Duo Liu, Shiming Li, 2019, Future Gener. Comput. Syst..

Self-Balancing Federated Learning With Global Imbalanced Data in Mobile Systems

Liang Liang, Duo Liu, Yujuan Tan, 2021, IEEE Transactions on Parallel and Distributed Systems.

Reducing Write Amplification for Inodes of Journaling File System using Persistent Memory

Duo Liu, Chaoshu Yang, Runyu Zhang, 2019, 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE).

TaiJiNet: Towards Partial Binarized Convolutional Neural Network for Embedded Systems

Liang Liang, Weichen Liu, Yunsong Wu, 2018, 2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI).

Archivist: A Machine Learning Assisted Data Placement Mechanism for Hybrid Storage Systems

Liang Liang, Duo Liu, Xianzhang Chen, 2019, 2019 IEEE 37th International Conference on Computer Design (ICCD).

Astraea: Self-Balancing Federated Learning for Improving Classification Accuracy of Mobile Deep Learning Applications

Moming Duan, Moming Duan, 2019, 2019 IEEE 37th International Conference on Computer Design (ICCD).

FedGroup: Ternary Cosine Similarity-based Clustered Federated Learning Framework toward High Accuracy in Heterogeneous Data pdf

Duo Liu, Liang Liang, Yujuan Tan, 2020, ArXiv.

FedGroup: Efficient Federated Learning via Decomposed Similarity-Based Clustering

Duo Liu, Yujuan Tan, Moming Duan, 2021, 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom).

Forseti: An Efficient Basic-block-level Sensitivity Analysis Framework Towards Multi-bit Faults

Duo Liu, Moming Duan, Xianzhang Chen, 2021, 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Flexible Clustered Federated Learning for Client-Level Data Distribution Shift pdf

Duo Liu, Yujuan Tan, Moming Duan, 2021, IEEE Transactions on Parallel and Distributed Systems.

CSAFL: A Clustered Semi-Asynchronous Federated Learning Framework

Duo Liu, Li Li, Yujuan Tan, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).

A machine learning assisted data placement mechanism for hybrid storage systems

Duo Liu, Yujuan Tan, Moming Duan, 2021, J. Syst. Archit..

FedSAE: A Novel Self-Adaptive Federated Learning Framework in Heterogeneous Systems

Duo Liu, Li Li, Yujuan Tan, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).