Poster "decentralized training" Papers

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From Promise to Practice: Realizing High-performance Decentralized Training

Zesen Wang, Jiaojiao Zhang, Xuyang Wu et al.

ICLR 2025arXiv:2410.11998

Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings

Yehya Farhat, Hamza ElMokhtar Shili, Fangshuo Liao et al.

NEURIPS 2025arXiv:2306.08586

FedMef: Towards Memory-efficient Federated Dynamic Pruning

Hong Huang, Weiming Zhuang, Chen Chen et al.

CVPR 2024arXiv:2403.14737

Position: Exploring the Robustness of Pipeline-Parallelism-Based Decentralized Training

Lin Lu, Chenxi Dai, Wangcheng Tao et al.

Rethinking the Flat Minima Searching in Federated Learning

Taehwan Lee, Sung Whan Yoon