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Liu, Hailiang
3 publications
ICLR
2025
Global Convergence in Neural ODEs: Impact of Activation Functions
Tianxiang Gao
,
Siyuan Sun
,
Hailiang Liu
,
Hongyang Gao
NeurIPS
2023
Wide Neural Networks as Gaussian Processes: Lessons from Deep Equilibrium Models
Tianxiang Gao
,
Xiaokai Huo
,
Hailiang Liu
,
Hongyang Gao
ICLR
2022
A Global Convergence Theory for Deep ReLU Implicit Networks via Over-Parameterization
Tianxiang Gao
,
Hailiang Liu
,
Jia Liu
,
Hridesh Rajan
,
Hongyang Gao