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Wen-Qing Chen

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#artificial intelligence Preprint Sep 2026

CoMerge: Conflict-Driven Preference Optimization for Multi-Task Model Merging

A conflict-driven preference optimization framework for model merging (CoMerge), which reformulates model merging as a preference optimization problem and utilizes a self-supervised, conflict-driven strategy that leverages the defects of naive merging methods as hard negative samples to construct preference pairs witho...

Ming-Jie Zheng, Zi-Hao Chen, Wen-Qing Chen et al. · 0 citations