Haizhao Yang
10 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (26) 🐣 Hot Topic Early Bird
💎
Century Club · Bronze
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Keyword Collector
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Research topics
Machine Learning
(10)
Deep Learning
(9)
Optimization & Theory · Machine Learning
(8)
Architectures
(6)
Optimization & Theory · Deep Learning
(4)
Techniques
(4)
Core Methods
(3)
Learning Types · Deep Learning
(3)
Computer Vision
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Analysis
(1)
Keywords
deep neural network
(4)
function approximation
(3)
approximation theory
(3)
generalization error
(2)
neural network architecture
(2)
operator learning
(2)
neural network approximation
(2)
relu network
(2)
image classification
(2)
parameter sharing
(1)
nonparametric estimation
(1)
function space
(1)
attention mechanism
(1)
deep learning
(1)
channel attention
(1)
self-attention mechanism
(1)
low-dimensional structure
(1)
approximation error
(1)
implicit neural representation
(1)
universal approximation
(1)
Papers
Finite Expression Method for Solving High-Dimensional Partial Differential Equations
JMLR 2025
Deep Nonparametric Estimation of Operators between Infinite Dimensional Spaces
JMLR 2024
Neural Network Approximation for Pessimistic Offline Reinforcement Learning
AAAI 2024
Nearly Optimal VC-Dimension and Pseudo-Dimension Bounds for Deep Neural Network Derivatives
NeurIPS 2023
Deep Network Approximation: Achieving Arbitrary Accuracy with Fixed Number of Neurons
JMLR 2022
Deep Network Approximation in Terms of Intrinsic Parameters
ICML 2022
Integral Autoencoder Network for Discretization-Invariant Learning
JMLR 2022
Neural Network Architecture Beyond Width and Depth
NeurIPS 2022
DIANet: Dense-and-Implicit Attention Network
AAAI 2020
Instance Enhancement Batch Normalization: An Adaptive Regulator of Batch Noise
AAAI 2020