Publications

* denotes equal contributions.

Conference Publications

• Decentralized Convex Finite-Sum Optimization with Better Dependence on Condition Numbers.
  Yuxing Liu, Lesi Chen, and Luo Luo. In ICML 2024 [Openreview]
• On the Complexity of Finite-Sum Smooth Optimization under the Polyak-Lojasiewicz Condition.
  Yunyan Bai, Yuxing Liu, and Luo Luo. In ICML 2024 [Openreview]
• Accelerated Convergence of Stochastic Heavy Ball Method under Anisotropic Gradient Noise.
  Rui Pan*, Yuxing Liu*, Xiaoyu Wang, and Tong Zhang. In ICLR 2024 [Openreview] [Arxiv]

Preprints

• Adagrad Under Anisotropic Smoothness.
  Yuxing Liu*, Rui Pan*, and Tong Zhang. [Arxiv]