2025 "layer-wise optimization" Papers

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FedLWS: Federated Learning with Adaptive Layer-wise Weight Shrinking

Changlong Shi, Jinmeng Li, He Zhao et al.

ICLR 2025posterarXiv:2503.15111
2
citations

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

Yuxi Liu, Renjia Deng, Yutong He et al.

NEURIPS 2025posterarXiv:2511.00056

Towards Minimizing Feature Drift in Model Merging: Layer-wise Task Vector Fusion for Adaptive Knowledge Integration

Wenju Sun, Qingyong Li, Wen Wang et al.

NEURIPS 2025posterarXiv:2505.23859
2
citations