SCALE-LoRA: Auditing Post-Retrieval LoRA Composition with Residual Merging and View Reliability

Shuaipeng Zhou, Yu Zhang

Libraries of Low-Rank Adaptation (LoRA) adapters are becoming a practical by-product of parameter-efficient adaptation. Once such adapters accumulate, a natural question is no long…