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