Liu, Yuxing

6 publications

NeurIPS 2025 ASGO: Adaptive Structured Gradient Optimization Kang An, Yuxing Liu, Rui Pan, Yi Ren, Shiqian Ma, Donald Goldfarb, Tong Zhang
ICLR 2025 AdaGrad Under Anisotropic Smoothness Yuxing Liu, Rui Pan, Tong Zhang
ICLRW 2025 Truncate Without Fear: Module Aggregation and Redistribution in Federated Low-Rank Adaptation Zhijie Chen, Yuxing Liu, Arindam Banerjee
ICLR 2024 Accelerated Convergence of Stochastic Heavy Ball Method Under Anisotropic Gradient Noise Rui Pan, Yuxing Liu, Xiaoyu Wang, Tong Zhang
ICML 2024 Decentralized Convex Finite-Sum Optimization with Better Dependence on Condition Numbers Yuxing Liu, Lesi Chen, Luo Luo
ICML 2024 On the Complexity of Finite-Sum Smooth Optimization Under the Polyak–Łojasiewicz Condition Yunyan Bai, Yuxing Liu, Luo Luo