@article{maspounifyinggradientutilizationprobabil, title = {MASPO: Unifying Gradient Utilization, Probability Mass, and Signal Reliability for Robust and Sample-Efficient LLM Reasoning}, author = {Xiaoliang Fu and Jiaye Lin and Yangyi Fang and Binbin Zheng and Chaowen Hu and Zekai Shao and Cong Qin and Lu Pan and Ke Zeng and Xunliang Cai}, year = {2026}, eprint = {2602.17550}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.17550}, }