"pretrained model adaptation" Papers

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Paper Type

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HM3: Hierarchical Multi-Objective Model Merging for Pretrained Models

Yu Zhou, Xingyu Wu, Jibin Wu et al.

NEURIPS 2025spotlightarXiv:2409.18893
7
citations

One Prompt Fits All: Universal Graph Adaptation for Pretrained Models

Yongqi Huang, Jitao Zhao, Dongxiao He et al.

NEURIPS 2025arXiv:2509.22416
3
citations

Few-shot Adaptation to Distribution Shifts By Mixing Source and Target Embeddings

Yihao Xue, Ali Payani, Yu Yang et al.

ICML 2024arXiv:2305.14521
4
citations

Parameter Efficient Quasi-Orthogonal Fine-Tuning via Givens Rotation

Xinyu Ma, Xu Chu, Zhibang Yang et al.

ICML 2024arXiv:2404.04316
17
citations