@article{adamconvergesinnonsmoothnonconvexoptimiz,
  title = {Adam Converges in Nonsmooth Nonconvex Optimization},
  author = {Zijian Liu},
  year = {2026},
  eprint = {2606.22326},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.22326},
}