Davide Buffelli
5 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (12) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(21)
Conferences
NIPS (3)
AAAI (1)
EMNLP (1)
Top co-authors
Keywords
graph neural network
(3)
neural network
(2)
domain generalization
(1)
text classification
(1)
graph classification
(1)
explainable ai
(1)
scene graph generation
(1)
deep learning
(1)
second-order optimization
(1)
regularization technique
(1)
deep equilibrium model
(1)
local explanation
(1)
algorithmic reasoning
(1)
equilibrium equation
(1)
clrs-30 benchmark
(1)
symbolic knowledge
(1)
background knowledge
(1)
gauss-newton optimization
(1)
reversible architecture
(1)
knowledge regularization
(1)
Papers
Deep Equilibrium Algorithmic Reasoning
NIPS 2024
Exact, Tractable Gauss-Newton Optimization in Deep Reversible Architectures Reveal Poor Generalization
NIPS 2024
Scalable Theory-Driven Regularization of Scene Graph Generation Models
AAAI 2023
SizeShiftReg: a Regularization Method for Improving Size-Generalization in Graph Neural Networks
NIPS 2022
Extending Logic Explained Networks to Text Classification
EMNLP 2022