@article{adamshangaconvergentadamtypemethodforsto, title = {Adam-SHANG: A Convergent Adam-Type Method for Stochastic Smooth Convex Optimization}, author = {Yaxin Yu and Long Chen and Minfu Feng}, year = {2026}, eprint = {2605.12878}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.12878}, }