@article{boostingparameterefficiencyinllmbased, title = {Boosting Parameter Efficiency in LLM-Based Recommendation through Sophisticated Pruning}, author = {Shanle Zheng and Keqin Bao and Jizhi Zhang and Yang Zhang and Fuli Feng and Xiangnan He}, year = {2025}, eprint = {2507.07064}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.07064v1}, }