@article{ccqconvolutionalcodeforextremelowbitquan, title = {CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs}, author = {Zhaojing Zhou and Xunchao Li and Minghao Li and Handi Zhang and Haoshuang Wang and Wenbin Chang and Yiqun Liu and Qingqing Dang and Dianhai Yu and Yanjun Ma and Haifeng Wang}, year = {2025}, eprint = {2507.07145}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.07145}, }