@article{fromimitationtodiscriminationtowardagene, title = {From Imitation to Discrimination: Toward A Generalized Curriculum Advantage Mechanism Enhancing Cross-Domain Reasoning Tasks}, author = {Changpeng Yang and Jinyang Wu and Yuchen Liu and Shuai Zhang and Yang Li and Qiliang Liang and Hongzhen Wang and Shuai Nie and Jiaming Xu and Runyu Shi and Ying Huang and Guoquan Zhang}, year = {2025}, eprint = {2512.02580}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.02580}, }