Moming Duan

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 25

Top Topics

Learning Platforms

Heterogeneous Systems

Sensitivity Analysis

Storage Systems

Top Venues

IEEE Trans. Parallel Distributed Syst.

Publications

Moming Duan, Qinbin Li, Bingsheng He
ModelGo: A Practical Tool for Machine Learning License Analysis. WWW (2024)
Naibo Wang, Wenjie Feng, Yuchen Deng, Moming Duan, Fusheng Liu, See-Kiong Ng
Data-Free Diversity-Based Ensemble Selection for One-Shot Federated Learning. Trans. Mach. Learn. Res. 2023 (2023)
Yu Wu, Duo Liu, Yujuan Tan, Moming Duan, Longpan Luo, Weilve Wang, Xianzhang Chen
LFPR: A Lazy Fast Predictive Repair Strategy for Mobile Distributed Erasure Coded Cluster. IEEE Internet Things J. 10 (1) (2023)
Naibo Wang, Wenjie Feng, Fusheng Liu, Moming Duan, See-Kiong Ng
Data-Free Diversity-Based Ensemble Selection For One-Shot Federated Learning in Machine Learning Model Market. CoRR (2023)
Yu Zhang, Duo Liu, Moming Duan, Li Li, Xianzhang Chen, Ao Ren, Yujuan Tan, Chengliang Wang
FedMDS: An Efficient Model Discrepancy-Aware Semi-Asynchronous Clustered Federated Learning Framework. IEEE Trans. Parallel Distributed Syst. 34 (3) (2023)
Moming Duan
Towards Open Federated Learning Platforms: Survey and Vision from Technical and Legal Perspectives. CoRR (2023)
Moming Duan, Duo Liu, Xinyuan Ji, Yu Wu, Liang Liang, Xianzhang Chen, Yujuan Tan, Ao Ren
Flexible Clustered Federated Learning for Client-Level Data Distribution Shift. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
Li Li, Duo Liu, Moming Duan, Yu Zhang, Ao Ren, Xianzhang Chen, Yujuan Tan, Chengliang Wang
Federated learning with workload-aware client scheduling in heterogeneous systems. Neural Networks 154 (2022)
Longpan Luo, Yujuan Tan, Duo Liu, Moming Duan, Weilue Wang, Yu Wu, Xianzhang Chen
Lazy repair with temporary redundancy(LRTR): reducing repair network traffic in erasure-coded storage. CF (2022)
Jinting Ren, Xianzhang Chen, Duo Liu, Yujuan Tan, Moming Duan, Ruolan Li, Liang Liang
A machine learning assisted data placement mechanism for hybrid storage systems. J. Syst. Archit. 120 (2021)
Jinting Ren, Xianzhang Chen, Duo Liu, Moming Duan, Renping Liu, Chengliang Wang
Forseti: An Efficient Basic-block-level Sensitivity Analysis Framework Towards Multi-bit Faults. DATE (2021)
Yu Zhang, Moming Duan, Duo Liu, Li Li, Ao Ren, Xianzhang Chen, Yujuan Tan, Chengliang Wang
CSAFL: A Clustered Semi-Asynchronous Federated Learning Framework. CoRR (2021)
Li Li, Moming Duan, Duo Liu, Yu Zhang, Ao Ren, Xianzhang Chen, Yujuan Tan, Chengliang Wang
FedSAE: A Novel Self-Adaptive Federated Learning Framework in Heterogeneous Systems. CoRR (2021)
Yu Zhang, Moming Duan, Duo Liu, Li Li, Ao Ren, Xianzhang Chen, Yujuan Tan, Chengliang Wang
CSAFL: A Clustered Semi-Asynchronous Federated Learning Framework. IJCNN (2021)
Li Li, Moming Duan, Duo Liu, Yu Zhang, Ao Ren, Xianzhang Chen, Yujuan Tan, Chengliang Wang
FedSAE: A Novel Self-Adaptive Federated Learning Framework in Heterogeneous Systems. IJCNN (2021)
Moming Duan, Duo Liu, Xinyuan Ji, Yu Wu, Liang Liang, Xianzhang Chen, Yujuan Tan
Flexible Clustered Federated Learning for Client-Level Data Distribution Shift. CoRR (2021)
Moming Duan, Duo Liu, Xianzhang Chen, Renping Liu, Yujuan Tan, Liang Liang
Self-Balancing Federated Learning With Global Imbalanced Data in Mobile Systems. IEEE Trans. Parallel Distributed Syst. 32 (1) (2021)
Moming Duan, Duo Liu, Xinyuan Ji, Renping Liu, Liang Liang, Xianzhang Chen, Yujuan Tan
FedGroup: Efficient Federated Learning via Decomposed Similarity-Based Clustering. ISPA/BDCloud/SocialCom/SustainCom (2021)
Moming Duan, Duo Liu, Xinyuan Ji, Renping Liu, Liang Liang, Xianzhang Chen, Yujuan Tan
FedGroup: Ternary Cosine Similarity-based Clustered Federated Learning Framework toward High Accuracy in Heterogeneous Data. CoRR (2020)
Moming Duan, Duo Liu, Xianzhang Chen, Yujuan Tan, Jinting Ren, Lei Qiao, Liang Liang
Astraea: Self-Balancing Federated Learning for Improving Classification Accuracy of Mobile Deep Learning Applications. ICCD (2019)
Chaoshu Yang, Duo Liu, Xianzhang Chen, Runyu Zhang, Wenbin Wang, Moming Duan, Yujuan Tan
Reducing Write Amplification for Inodes of Journaling File System using Persistent Memory. DATE (2019)
Moming Duan
Astraea: Self-balancing Federated Learning for Improving Classification Accuracy of Mobile Deep Learning Applications. CoRR (2019)
Jinting Ren, Xianzhang Chen, Yujuan Tan, Duo Liu, Moming Duan, Liang Liang, Lei Qiao
Archivist: A Machine Learning Assisted Data Placement Mechanism for Hybrid Storage Systems. ICCD (2019)
Duo Liu, Chaoshu Yang, Shiming Li, Xianzhang Chen, Jinting Ren, Renping Liu, Moming Duan, Yujuan Tan, Liang Liang
FitCNN: A cloud-assisted and low-cost framework for updating CNNs on IoT devices. Future Gener. Comput. Syst. 91 (2019)
Yingjian Ling, Kan Zhong, Yunsong Wu, Duo Liu, Jinting Ren, Renping Liu, Moming Duan, Weichen Liu, Liang Liang
TaiJiNet: Towards Partial Binarized Convolutional Neural Network for Embedded Systems. ISVLSI (2018)