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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 Ćojasiewicz 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