@article{valueguidedkvcompressionforllmsviaapprox, title = {Value-Guided KV Compression for LLMs via Approximated CUR Decomposition}, author = {Ayan Sengupta and Siddhant Chaudhary and Tanmoy Chakraborty}, year = {2025}, eprint = {2509.15038}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.15038}, }