@article{gradprunergradientguidedlayerpruningenab, title = {GradPruner: Gradient-Guided Layer Pruning Enabling Efficient Fine-Tuning and Inference for LLMs}, author = {Wei Huang and Anda Cheng and Yinggui Wang}, year = {2026}, eprint = {2601.19503}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.19503}, }