@article{lipnextscalinguplipschitzbasedcertifiedr, title = {LipNeXt: Scaling up Lipschitz-based Certified Robustness to Billion-parameter Models}, author = {Kai Hu and Haoqi Hu and Matt Fredrikson}, year = {2026}, eprint = {2601.18513}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.18513}, }