COSMOS: A Hybrid Adaptive Optimizer for Efficient Training of Large Language Models - Liu, Liming; Xu, Zhenghao; Zhang, Zixuan; Kang, Hao; Li, Zichong; Liang, Chen; Chen, Weizhu; Zhao, Tuo (International Conference on Learning Representations, 2026)