HiP-LoRA: Budgeted Spectral Plasticity for Robust Low-Rank Adaptation

Lixian Chen, Jianhong Tan

Adapting foundation models under resource budgets relies heavily on Parameter-Efficient Fine-Tuning (PEFT), with LoRA being a standard modular solution. However, LoRA suffers from…