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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