Ismail Ceylan
5 papers · 2020–2023 · 2 conferences · across top CS/AI conferences
Achievements
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๐ Conference Polyglot (2) ๐ Renaissance Researcher (5) ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (16) ๐งญ Keyword Pioneer
๐
Cross-Pollinator
(15)
Conferences
NIPS (4)
AAAI (1)
Top co-authors
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
PlanE: Representation Learning over Planar Graphs
NIPS 2023
A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge Graphs
NIPS 2023
Zero-One Laws of Graph Neural Networks
NIPS 2023
BoxE: A Box Embedding Model for Knowledge Base Completion
NIPS 2020
Learning to Reason: Leveraging Neural Networks for Approximate DNF Counting
AAAI 2020