@article{beyondneuralincompatibilitycrossscalekno, title = {Beyond Neural Incompatibility: Cross-Scale Knowledge Transfer in Language Models through Latent Semantic Alignment}, author = {Jian Gu and Aldeida Aleti and Chunyang Chen and Hongyu Zhang}, year = {2025}, eprint = {2510.24208}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.24208}, }