Yang, Haizhao

15 publications

JMLR 2025 Finite Expression Method for Solving High-Dimensional Partial Differential Equations Senwei Liang, Haizhao Yang
JMLR 2024 Deep Nonparametric Estimation of Operators Between Infinite Dimensional Spaces Hao Liu, Haizhao Yang, Minshuo Chen, Tuo Zhao, Wenjing Liao
AAAI 2024 Neural Network Approximation for Pessimistic Offline Reinforcement Learning Di Wu, Yuling Jiao, Li Shen, Haizhao Yang, Xiliang Lu
TMLR 2024 On the Stochastic (Variance-Reduced) Proximal Gradient Method for Regularized Expected Reward Optimization Ling Liang, Haizhao Yang
TMLR 2024 What Is the Solution for State-Adversarial Multi-Agent Reinforcement Learning? Songyang Han, Sanbao Su, Sihong He, Shuo Han, Haizhao Yang, Shaofeng Zou, Fei Miao
TMLR 2023 Deep Operator Learning Lessens the Curse of Dimensionality for PDEs Ke Chen, Chunmei Wang, Haizhao Yang
NeurIPS 2023 Nearly Optimal VC-Dimension and Pseudo-Dimension Bounds for Deep Neural Network Derivatives Yahong Yang, Haizhao Yang, Yang Xiang
ICMLW 2023 What Is the Solution for State-Adversarial Multi-Agent Reinforcement Learning? Songyang Han, Sanbao Su, Sihong He, Shuo Han, Haizhao Yang, Fei Miao
ICML 2022 Deep Network Approximation in Terms of Intrinsic Parameters Zuowei Shen, Haizhao Yang, Shijun Zhang
JMLR 2022 Deep Network Approximation: Achieving Arbitrary Accuracy with Fixed Number of Neurons Shijun Zhang, Zuowei Shen, Haizhao Yang
TMLR 2022 From Optimization Dynamics to Generalization Bounds via Ɓojasiewicz Gradient Inequality Fusheng Liu, Haizhao Yang, Soufiane Hayou, Qianxiao Li
JMLR 2022 Integral Autoencoder Network for Discretization-Invariant Learning Yong Zheng Ong, Zuowei Shen, Haizhao Yang
NeurIPS 2022 Neural Network Architecture Beyond Width and Depth Shijun Zhang, Zuowei Shen, Haizhao Yang
AAAI 2020 DIANet: Dense-and-Implicit Attention Network Zhongzhan Huang, Senwei Liang, Mingfu Liang, Haizhao Yang
AAAI 2020 Instance Enhancement Batch Normalization: An Adaptive Regulator of Batch Noise Senwei Liang, Zhongzhan Huang, Mingfu Liang, Haizhao Yang