Amauri Souza
6 papers · 2019–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🗺️
Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
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
Distill n’ Explain: explaining graph neural networks using simple surrogates
AISTATS 2023
Going beyond persistent homology using persistent homology
NeurIPS 2023
Learning Robust Statistics for Simulation-based Inference under Model Misspecification
NeurIPS 2023
Provably expressive temporal graph networks
NeurIPS 2022
Rethinking pooling in graph neural networks
NeurIPS 2020
Simplifying Graph Convolutional Networks
ICML 2019