"parameter interference" Papers

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Continual Model Merging without Data: Dual Projections for Balancing Stability and Plasticity

Enneng Yang, Anke Tang, Li Shen et al.

Curriculum Model Merging: Harmonizing Chemical LLMs for Enhanced Cross-Task Generalization

Baoyi He, Luotian Yuan, Ying Wei et al.

Make Domain Shift a Catastrophic Forgetting Alleviator in Class-Incremental Learning

Wei Chen, Yi Zhou

AAAI 2025paperarXiv:2501.00237

MINGLE: Mixture of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging

Zihuan Qiu, Yi Xu, Chiyuan He et al.

NEURIPS 2025arXiv:2505.11883

Mitigating Parameter Interference in Model Merging via Sharpness-Aware Fine-Tuning

Yeoreum Lee, Jinwook Jung, Sungyong Baik

ICLR 2025arXiv:2504.14662

Merging Multi-Task Models via Weight-Ensembling Mixture of Experts

Anke Tang, Li Shen, Yong Luo et al.

ICML 2024arXiv:2402.00433