Low-Rank Adaptation (LoRA) is a widely used parameter-efficient fine-tuning method for foundation models, but it suffers from parameter interference, resulting in suboptimal performance. Although ...

Urban areas are growing rapidly. They can cause a range of opportunities and challenges. Urban planning is important to ensure that the opportunities are maximised and the challenges are minimised.