@article{curvzoadaptivecurvatureguidedsparsezerot, title = {CurvZO: Adaptive Curvature-Guided Sparse Zeroth-Order Optimization for Efficient LLM Fine-Tuning}, author = {Shuo Wang and Ziyu Chen and Ming Tang}, year = {2026}, eprint = {2603.21725}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.21725}, }