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ORCIDMoming Duan
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2020 – today
- 2024
[j9]Linshan Jiang, Moming Duan, Bingsheng He, Yulin Sun, Peishen Yan, Yang Hua, Tao Song:
OFL-W3: A One-shot Federated Learning System on Web 3.0. Proc. VLDB Endow. 17(12): 4461-4464 (2024)- [c10]Moming Duan
, Qinbin Li, Bingsheng He:
ModelGo: A Practical Tool for Machine Learning License Analysis. WWW 2024: 1158-1169 - [i8]Linshan Jiang, Moming Duan, Bingsheng He, Yulin Sun, Peishen Yan, Yang Hua, Tao Song:
OFL-W3: A One-shot Federated Learning System on Web 3.0. CoRR abs/2408.07096 (2024) - 2023
- [j8]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): 704-719 (2023) - [j7]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) - [j6]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): 1007-1019 (2023) - [i7]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 abs/2302.11751 (2023) - [i6]Moming Duan:
Towards Open Federated Learning Platforms: Survey and Vision from Technical and Legal Perspectives. CoRR abs/2307.02140 (2023) - 2022
- [j5]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: 560-573 (2022) - [j4]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): 2661-2674 (2022) - [c9]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: 85-93 - 2021
- [j3]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: 102295 (2021) - [j2]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): 59-71 (2021) - [c8]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: 94-97 - [c7]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: 1-10 - [c6]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: 1-10 - [c5]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: 228-237 - [i5]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 abs/2104.07515 (2021) - [i4]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 abs/2104.08184 (2021) - [i3]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 abs/2108.09749 (2021) - 2020
- [i2]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 abs/2010.06870 (2020)
2010 – 2019
- 2019
- [j1]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: 277-289 (2019) - [c4]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: 866-871 - [c3]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: 246-254 - [c2]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: 676-679 - [i1]Moming Duan:
Astraea: Self-balancing Federated Learning for Improving Classification Accuracy of Mobile Deep Learning Applications. CoRR abs/1907.01132 (2019) - 2018
- [c1]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: 136-141
Coauthor Index
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