Zuowei Shen
8 papers · 2014–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (10)
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Cross-Pollinator
(7)
πΊοΈ
Taxonomy Completionist
(13)
π₯
Mega-Team
(25)
β‘
Prolific Year
(5)
Conferences
JMLR (3)
ICML (2)
CVPR (1)
NIPS (1)
NSDI (1)
Top co-authors
Keywords
deep neural network
(2)
relu network
(2)
function approximation
(2)
universal approximation
(2)
approximation theory
(2)
dynamical system
(1)
global convergence
(1)
sparse coding
(1)
approximation error
(1)
gradient descent
(1)
linear convergence
(1)
condition number
(1)
batch normalization
(1)
function space
(1)
relu activation
(1)
deep learning
(1)
activation function
(1)
parameter efficiency
(1)
neural network approximation
(1)
neural network architecture
(1)
Papers
Deep Neural Network Approximation of Invariant Functions through Dynamical Systems
JMLR 2024
Aquila: A unified, low-latency fabric for datacenter networks
NSDI 2022
Integral Autoencoder Network for Discretization-Invariant Learning
JMLR 2022
Neural Network Architecture Beyond Width and Depth
NIPS 2022
Deep Network Approximation in Terms of Intrinsic Parameters
ICML 2022
Deep Network Approximation: Achieving Arbitrary Accuracy with Fixed Number of Neurons
JMLR 2022
A Quantitative Analysis of the Effect of Batch Normalization on Gradient Descent
ICML 2019
l0 Norm Based Dictionary Learning by Proximal Methods with Global Convergence
CVPR 2014