2025 "memory-efficient optimization" Papers

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ACCO: Accumulate While You Communicate for Communication-Overlapped Sharded LLM Training

Adel Nabli, Louis Fournier, Pierre ERBACHER et al.

NeurIPS 2025posterarXiv:2406.02613
2
citations

Efficient Adaptive Federated Optimization

Su Hyeong Lee, Sidharth Sharma, Manzil Zaheer et al.

NeurIPS 2025posterarXiv:2410.18117
2
citations

MeCeFO: Enhancing LLM Training Robustness via Fault-Tolerant Optimization

Rizhen Hu, Yutong He, Ran Yan et al.

NeurIPS 2025posterarXiv:2510.16415

MISA: Memory-Efficient LLMs Optimization with Module-wise Importance Sampling

Yuxi Liu, Renjia Deng, Yutong He et al.

NeurIPS 2025posterarXiv:2511.00056

SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training

Tianjin Huang, Ziquan Zhu, Gaojie Jin et al.

ICLR 2025posterarXiv:2501.06842
15
citations