Author

Xi Zhang

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#machine learning Preprint Oct 2026

Monarch-MoE: Structured Experts for Multimodal Continual Instruction Tuning

Learning new tasks in multimodal continual instruction tuning can cause catastrophic forgetting of previously acquired knowledge. Although multi-expert LoRA distributes learning across experts, updates to a dense low-rank expert can still affect many output features. We introduce Monarch-MoE, which replaces the dense f...

Xi Zhang, Bo-Yu Diao, Ze-Sen Chen et al. · 0 citations