@article{plannerawarepathlearningindiffusionlangu, title = {Planner Aware Path Learning in Diffusion Language Models Training}, author = {Fred Zhangzhi Peng and Zachary Bezemek and Jarrid Rector-Brooks and Shuibai Zhang and Anru R. Zhang and Michael Bronstein and Alexander Tong and Avishek Joey Bose}, year = {2025}, eprint = {2509.23405}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.23405}, }