Can LoRA Fusion Support Cross-Domain Tasks in Cloud-Edge Collaboration? 事件

Can LoRA Fusion Support Cross-Domain Tasks in Cloud-Edge Collaboration? arXiv:2605.23913v1 Announce Type: cross Abstract: Cloud-hosted large language models (LLMs) commonly rely on LoRA for domain adaptation, yet domain data are distributed across multiple edge devices and cannot be uploaded due to privacy constraints. This raises a fundamental question: how can knowledge from multiple private edges be integrated into a cloud LLM for cross-domain problem solving? A natural solution is to train