Ismail Ceylan
5 papers · 2020–2023 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Architectures
(4)
Core Methods
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Core AI
(1)
Learning Types
(1)
Optimization
(1)
Representation
(1)
Keywords
graph neural network
(3)
knowledge graph
(2)
representation learning
(2)
probabilistic inference
(1)
approximate counting
(1)
knowledge base completion
(1)
knowledge graph embedding
(1)
entity embedding
(1)
graph isomorphism
(1)
latent space
(1)
relation embedding
(1)
node representation
(1)
graph convolutional network
(1)
weighted model counting
(1)
dnf formula
(1)
model counting
(1)
weisfeiler-lehman algorithm
(1)
logical rule
(1)
planar graph
(1)
neural network
(1)
Papers
A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge Graphs
NeurIPS 2023
PlanE: Representation Learning over Planar Graphs
NeurIPS 2023
Zero-One Laws of Graph Neural Networks
NeurIPS 2023
BoxE: A Box Embedding Model for Knowledge Base Completion
NeurIPS 2020
Learning to Reason: Leveraging Neural Networks for Approximate DNF Counting
AAAI 2020