Amauri Souza
6 papers · 2019–2023 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (11) π Conference Polyglot (3) π Cross-Pollinator (13) π Interdisciplinary Bridge π£ Hot Topic Early Bird
π§
Keyword Pioneer
π
Keyword Champion
Conferences
NIPS (4)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
graph neural network
(4)
model misspecification
(1)
graph classification
(1)
knowledge distillation
(1)
graph representation
(1)
message passing
(1)
graph embedding
(1)
weisfeiler-lehman test
(1)
node prediction
(1)
persistent homology
(1)
approximate bayesian computation
(1)
linear classifier
(1)
surrogate model
(1)
simulation-based inference
(1)
topological feature
(1)
low-pass filter
(1)
graph convolutional network
(1)
convex program
(1)
graph pooling
(1)
model simplification
(1)
Papers
Learning Robust Statistics for Simulation-based Inference under Model Misspecification
NIPS 2023
Going beyond persistent homology using persistent homology
NIPS 2023
Distill nβ Explain: explaining graph neural networks using simple surrogates
AISTATS 2023
Provably expressive temporal graph networks
NIPS 2022
Rethinking pooling in graph neural networks
NIPS 2020
Simplifying Graph Convolutional Networks
ICML 2019