@article{aligndontdividerevisitingtheloraarchitec, title = {From Isolation to Alignment: Unified LoRA for Efficient Multi-Task Learning}, author = {Jinda Liu and Bo Cheng and Yi Chang and Yuan Wu}, year = {2025}, eprint = {2508.05078}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.05078}, }