Thien Le
4 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
graph neural network
(2)
spectral clustering
(1)
neural network optimization
(1)
convolutional network
(1)
gradient flow
(1)
implicit bia
(1)
graph machine learning
(1)
linear network
(1)
approximation theory
(1)
relu network
(1)
approximation bound
(1)
sparse graph
(1)
poincare inequality
(1)
graph limit
(1)
size transferability
(1)
rank-1 matrice
(1)
equivarient neural network
(1)
graphon signal sampling
(1)
learning theory
(1)
paley-wiener space
(1)
Papers
A Poincaré Inequality and Consistency Results for Signal Sampling on Large Graphs
ICLR 2024
On the hardness of learning under symmetries
ICLR 2024
Limits, approximation and size transferability for GNNs on sparse graphs via graphops
NeurIPS 2023
Training invariances and the low-rank phenomenon: beyond linear networks
ICLR 2022