@article{trainingskillslikeparametersviaselfsuper, title = {Training Skills Like Parameters via Self-Supervised Semantic Diffusion}, author = {Mo Li and Zixin Yin and Ting Cao and Yunxin Liu}, year = {2026}, eprint = {2607.27557}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.27557}, }