Yahong Yang
4 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
Venues
Top co-authors
Research topics
Keywords
deep neural network
(2)
generalization error
(2)
partial differential equation
(1)
loss function
(1)
operator learning
(1)
nonlinear partial differential equation
(1)
neural operator
(1)
scientific machine learning
(1)
wide neural network
(1)
vapnik-chervonenkis dimension
(1)
neural network
(1)
sobolov space
(1)
newton solver
(1)
regularity
(1)
sample points
(1)
sobolev loss
(1)
homotopy dynamics
(1)
singularly perturbed problems
(1)
convergence
(1)
Papers
Learn Singularly Perturbed Solutions via Homotopy Dynamics
ICML 2025
Deeper or Wider: A Perspective from Optimal Generalization Error with Sobolev Loss
ICML 2024
Newton Informed Neural Operator for Solving Nonlinear Partial Differential Equations
NeurIPS 2024
Nearly Optimal VC-Dimension and Pseudo-Dimension Bounds for Deep Neural Network Derivatives
NeurIPS 2023