Paper "model aggregation" Papers

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TRAIL: Trust-Aware Client Scheduling for Semi-Decentralized Federated Learning

Gangqiang Hu, Jianfeng Lu, Jianmin Han et al.

AAAI 2025paperarXiv:2412.11448

FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-Aware Model Update

Ji Liu, Juncheng Jia, Tianshi Che et al.

AAAI 2024paperarXiv:2312.05770
75
citations

Federated Learning with Extremely Noisy Clients via Negative Distillation

Yang Lu, Lin Chen, Yonggang Zhang et al.

AAAI 2024paperarXiv:2312.12703
21
citations

Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective

Zhen Qin, Feiyi Chen, Chen Zhi et al.

AAAI 2024paperarXiv:2309.16456
18
citations

Towards Fair Graph Federated Learning via Incentive Mechanisms

12794 Chenglu Pan, Jiarong Xu, Yue Yu et al.

AAAI 2024paperarXiv:2312.13306
14
citations