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2020 – today
- 2024
[j7]Yunming Liao
, Yang Xu, Hongli Xu, Lun Wang, Chen Qian, Chunming Qiao:
Decentralized Federated Learning With Adaptive Configuration for Heterogeneous Participants. IEEE Trans. Mob. Comput. 23(6): 7453-7469 (2024)- [j6]Zhiwei Yao, Jianchun Liu, Hongli Xu, Lun Wang, Chen Qian, Yunming Liao:
Ferrari: A Personalized Federated Learning Framework for Heterogeneous Edge Clients. IEEE Trans. Mob. Comput. 23(10): 10031-10045 (2024) - [j5]Yunming Liao, Yang Xu, Hongli Xu, Zhiwei Yao, Lun Wang, Chunming Qiao:
Accelerating Federated Learning With Data and Model Parallelism in Edge Computing. IEEE/ACM Trans. Netw. 32(1): 904-918 (2024) - [j4]Jun Liu, Jianchun Liu, Hongli Xu, Yunming Liao, Zhiyuan Wang, Qianpiao Ma:
YOGA: Adaptive Layer-Wise Model Aggregation for Decentralized Federated Learning. IEEE/ACM Trans. Netw. 32(2): 1768-1780 (2024) - [j3]Jianchun Liu, Shilong Wang, Hongli Xu, Yang Xu, Yunming Liao, Jinyang Huang, He Huang:
Federated Learning With Experience-Driven Model Migration in Heterogeneous Edge Networks. IEEE/ACM Trans. Netw. 32(4): 3468-3484 (2024) - [j2]Yunming Liao, Yang Xu, Hongli Xu, Min Chen, Lun Wang, Chunming Qiao:
Asynchronous Decentralized Federated Learning for Heterogeneous Devices. IEEE/ACM Trans. Netw. 32(5): 4535-4550 (2024) - [c5]Xin Hang, Yang Xu, Hongli Xu, Yunming Liao, Lun Wang:
Federated Semi-Supervised Learning with Local and Global Updating Frequency Optimization. CCGrid 2024: 255-265 - [c4]Yunming Liao, Yang Xu, Hongli Xu, Lun Wang, Zhiwei Yao, Chunming Qiao:
MergeSFL: Split Federated Learning with Feature Merging and Batch Size Regulation. ICDE 2024: 2054-2067 - 2023
- [j1]Yang Xu, Yunming Liao, Hongli Xu, Zhenguo Ma, Lun Wang, Jianchun Liu:
Adaptive Control of Local Updating and Model Compression for Efficient Federated Learning. IEEE Trans. Mob. Comput. 22(10): 5675-5689 (2023) - [c3]Yunming Liao, Yang Xu, Hongli Xu, Lun Wang, Chen Qian:
Adaptive Configuration for Heterogeneous Participants in Decentralized Federated Learning. INFOCOM 2023: 1-10 - [i2]Yunming Liao, Yang Xu, Hongli Xu, Lun Wang, Zhiwei Yao, Chunming Qiao:
MergeSFL: Split Federated Learning with Feature Merging and Batch Size Regulation. CoRR abs/2311.13348 (2023) - 2022
- [c2]Jianchun Liu, Yang Xu, Hongli Xu, Yunming Liao, Zhiyuan Wang, He Huang:
Enhancing Federated Learning with Intelligent Model Migration in Heterogeneous Edge Computing. ICDE 2022: 1586-1597 - [c1]Wenxiao Lou, Yang Xu, Hongli Xu, Yunming Liao:
Decentralized Federated Learning with Data Feature Transmission and Neighbor Selection. ICPADS 2022: 688-695 - [i1]Yunming Liao, Yang Xu, Hongli Xu, Lun Wang, Chen Qian:
Adaptive Configuration for Heterogeneous Participants in Decentralized Federated Learning. CoRR abs/2212.02136 (2022)
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