İsmail İlkan Ceylan
18 papers · 2017–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (8) 🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13)
🐝
Cross-Pollinator
(13)
🌈
Renaissance Researcher
(6)
🗺️
Taxonomy Completionist
(27)
🏆
Grand Slam
🏆
Keyword Champion
(3)
🚀
Conference Pioneer
🗃️
Keyword Collector
(64)
💎
Century Club
(18)
❓
The Questioner
📈
Trend Setter
⚡
Prolific Year
(6)
Conferences
IJCAI (6)
ICML (5)
AAAI (3)
NIPS (3)
ICLR (1)
Top co-authors
Keywords
graph neural network
(4)
probabilistic database
(3)
query answering
(3)
complexity analysis
(2)
minimal explanation
(2)
representation learning
(2)
existential rule
(2)
probabilistic knowledge base
(2)
query evaluation
(2)
knowledge base
(2)
quantum computing
(1)
graph regularization
(1)
maximum a posteriori
(1)
riemannian geometry
(1)
commonsense knowledge
(1)
graph learning
(1)
message passing
(1)
probabilistic graphical model
(1)
knowledge representation
(1)
approximation algorithm
(1)
Papers
How Expressive are Knowledge Graph Foundation Models?
ICML 2025
Homomorphism Counts as Structural Encodings for Graph Learning
ICLR 2025
Fisher Flow Matching for Generative Modeling over Discrete Data
NIPS 2024
Learning on Large Graphs using Intersecting Communities
NIPS 2024
Almost Surely Asymptotically Constant Graph Neural Networks
NIPS 2024
Cooperative Graph Neural Networks
ICML 2024
Homomorphism Counts for Graph Neural Networks: All About That Basis
ICML 2024
Position: Future Directions in the Theory of Graph Machine Learning
ICML 2024
Temporal Knowledge Graph Completion Using Box Embeddings
AAAI 2022
Equivariant Quantum Graph Circuits
ICML 2022
The Surprising Power of Graph Neural Networks with Random Node Initialization
IJCAI 2021
Preferred Explanations for Ontology-Mediated Queries under Existential Rules
AAAI 2021
Explanations for Query Answers under Existential Rules
IJCAI 2019
Ontology-Mediated Query Answering over Log-Linear Probabilistic Data
AAAI 2019
Recent Advances in Querying Probabilistic Knowledge Bases
IJCAI 2018
Open-World Probabilistic Databases: An Abridged Report
IJCAI 2017
Most Probable Explanations for Probabilistic Database Queries
IJCAI 2017
Query Answering in Ontologies under Preference Rankings
IJCAI 2017