@article{slaccacommunicationefficientsplitlearnin, title = {SL-ACC: A Communication-Efficient Split Learning Framework with Adaptive Channel-wise Compression}, author = {Zehang Lin and Zheng Lin and Miao Yang and Jianhao Huang and Yuxin Zhang and Zihan Fang and Xia Du and Zhe Chen and Shunzhi Zhu and Wei Ni}, year = {2025}, eprint = {2508.12984}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.12984}, }