Michaël Defferrard
4 papers · 2016–2024 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (12)
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Keyword Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Keywords
graph neural network
(3)
convolutional neural network
(2)
spectral graph theory
(1)
spectral filtering
(1)
graph convolution
(1)
directed hypergraph
(1)
circuit netlist
(1)
permutation equivariant
(1)
hypergraph neural network
(1)
neuro-symbolic approach
(1)
rotation equivariance
(1)
spherical convolution
(1)
prioritized experience replay
(1)
general intelligence
(1)
hindsight replay
(1)
graph convolutional filter
(1)
localized feature learning
(1)
localized spectral filtering
(1)
universal approximation
(1)
self-improving language models
(1)
Papers
CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay
ICML 2024
DE-HNN: An effective neural model for Circuit Netlist representation
AISTATS 2024
DeepSphere: a graph-based spherical CNN
ICLR 2020
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
NeurIPS 2016