Nikolaos Karalias
4 papers · 2020–2024 · 1 venue · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
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The Questioner
Venues
Top co-authors
Research topics
Keywords
combinatorial optimization
(3)
graph neural network
(2)
feature learning
(1)
semidefinite programming
(1)
graph clustering
(1)
message passing
(1)
probability distribution
(1)
discrete optimization
(1)
constraint satisfaction
(1)
graph partitioning
(1)
probabilistic model
(1)
approximation algorithm
(1)
lossless compression
(1)
graph compression
(1)
set function
(1)
neural network
(1)
entropy encoding
(1)
maximum clique
(1)
high-dimensional representation
(1)
dictionary learning
(1)
Papers
Are Graph Neural Networks Optimal Approximation Algorithms?
NeurIPS 2024
Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions
NeurIPS 2022
Partition and Code: learning how to compress graphs
NeurIPS 2021
Erdos Goes Neural: an Unsupervised Learning Framework for Combinatorial Optimization on Graphs
NeurIPS 2020