Moming Duan

According to our database, Moming Duan authored at least 24 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

OFL-W3: A One-shot Federated Learning System on Web 3.0.

Linshan Jiang, Moming Duan, Bingsheng He, Yulin Sun, Peishen Yan, Yang Hua, Tao Song

Proc. VLDB Endow., August, 2024

ModelGo: A Practical Tool for Machine Learning License Analysis.

Moming Duan, Qinbin Li, Bingsheng He

Proceedings of the ACM on Web Conference 2024, 2024

2023

FedMDS: An Efficient Model Discrepancy-Aware Semi-Asynchronous Clustered Federated Learning Framework.

Yu Zhang, Duo Liu, Moming Duan, Li Li, Xianzhang Chen, Ao Ren, Yujuan Tan, Chengliang Wang

IEEE Trans. Parallel Distributed Syst., March, 2023

Data-Free Diversity-Based Ensemble Selection for One-Shot Federated Learning.

Naibo Wang, Wenjie Feng, Yuchen Deng, Moming Duan, Fusheng Liu, See-Kiong Ng

Trans. Mach. Learn. Res., 2023

LFPR: A Lazy Fast Predictive Repair Strategy for Mobile Distributed Erasure Coded Cluster.

Yu Wu, Duo Liu, Yujuan Tan, Moming Duan, Longpan Luo, Weilve Wang, Xianzhang Chen

IEEE Internet Things J., 2023

Towards Open Federated Learning Platforms: Survey and Vision from Technical and Legal Perspectives.

Moming Duan

CoRR, 2023

Data-Free Diversity-Based Ensemble Selection For One-Shot Federated Learning in Machine Learning Model Market.

Naibo Wang, Wenjie Feng, Fusheng Liu, Moming Duan, See-Kiong Ng

CoRR, 2023

2022

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

Moming Duan, Duo Liu, Xinyuan Ji, Yu Wu, Liang Liang, Xianzhang Chen, Yujuan Tan, Ao Ren

IEEE Trans. Parallel Distributed Syst., 2022

Federated learning with workload-aware client scheduling in heterogeneous systems.

Li Li, Duo Liu, Moming Duan, Yu Zhang, Ao Ren, Xianzhang Chen, Yujuan Tan, Chengliang Wang

Neural Networks, 2022

Lazy repair with temporary redundancy(LRTR): reducing repair network traffic in erasure-coded storage.

Longpan Luo, Yujuan Tan, Duo Liu, Moming Duan, Weilue Wang, Yu Wu, Xianzhang Chen

Proceedings of the CF '22: 19th ACM International Conference on Computing Frontiers, Turin, Italy, May 17, 2022

2021

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

Moming Duan, Duo Liu, Xianzhang Chen, Renping Liu, Yujuan Tan, Liang Liang

IEEE Trans. Parallel Distributed Syst., 2021

A machine learning assisted data placement mechanism for hybrid storage systems.

Jinting Ren, Xianzhang Chen, Duo Liu, Yujuan Tan, Moming Duan, Ruolan Li, Liang Liang

J. Syst. Archit., 2021

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

Moming Duan, Duo Liu, Xinyuan Ji, Yu Wu, Liang Liang, Xianzhang Chen, Yujuan Tan

CoRR, 2021

FedGroup: Efficient Federated Learning via Decomposed Similarity-Based Clustering.

Moming Duan, Duo Liu, Xinyuan Ji, Renping Liu, Liang Liang, Xianzhang Chen, Yujuan Tan

Proceedings of the 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September 30, 2021

CSAFL: A Clustered Semi-Asynchronous Federated Learning Framework.

Yu Zhang, Moming Duan, Duo Liu, Li Li, Ao Ren, Xianzhang Chen, Yujuan Tan, Chengliang Wang

Proceedings of the International Joint Conference on Neural Networks, 2021

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

Li Li, Moming Duan, Duo Liu, Yu Zhang, Ao Ren, Xianzhang Chen, Yujuan Tan, Chengliang Wang

Proceedings of the International Joint Conference on Neural Networks, 2021

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

Jinting Ren, Xianzhang Chen, Duo Liu, Moming Duan, Renping Liu, Chengliang Wang

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

2020

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

Moming Duan, Duo Liu, Xinyuan Ji, Renping Liu, Liang Liang, Xianzhang Chen, Yujuan Tan

CoRR, 2020

2019

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

Duo Liu, Chaoshu Yang, Shiming Li, Xianzhang Chen, Jinting Ren, Renping Liu, Moming Duan, Yujuan Tan, Liang Liang

Future Gener. Comput. Syst., 2019

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

Moming Duan

CoRR, 2019

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

Jinting Ren, Xianzhang Chen, Yujuan Tan, Duo Liu, Moming Duan, Liang Liang, Lei Qiao

Proceedings of the 37th IEEE International Conference on Computer Design, 2019

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

Moming Duan, Duo Liu, Xianzhang Chen, Yujuan Tan, Jinting Ren, Lei Qiao, Liang Liang

Proceedings of the 37th IEEE International Conference on Computer Design, 2019

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

Chaoshu Yang, Duo Liu, Xianzhang Chen, Runyu Zhang, Wenbin Wang, Moming Duan, Yujuan Tan

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

2018

TaiJiNet: Towards Partial Binarized Convolutional Neural Network for Embedded Systems.

Yingjian Ling, Kan Zhong, Yunsong Wu, Duo Liu, Jinting Ren, Renping Liu, Moming Duan, Weichen Liu, Liang Liang

Proceedings of the 2018 IEEE Computer Society Annual Symposium on VLSI, 2018