@article{activationandinfluenceawareranksairfunct, title = {Activation- and Influence-Aware Ranks (AIR): Function-Preserving SVD Compression for LLMs}, author = {Nico Harder and Daniel Becking and Karsten Mueller and Wojciech Samek}, year = {2026}, eprint = {2606.19993}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.19993}, }