@article{rethinkinglanguagemodelscalingundertrans, title = {Rethinking Language Model Scaling under Transferable Hypersphere Optimization}, author = {Liliang Ren and Yang Liu and Yelong Shen and Weizhu Chen}, year = {2026}, eprint = {2603.28743}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.28743}, }