Ismail Ilkan Ceylan

Orcid: 0000-0003-4118-4689

Affiliations:
  • University of Oxford, UK


According to our database1, Ismail Ilkan Ceylan authored at least 53 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
Homomorphism Counts for Graph Neural Networks: All About That Basis.
CoRR, 2024

Link Prediction with Relational Hypergraphs.
CoRR, 2024

Future Directions in Foundations of Graph Machine Learning.
CoRR, 2024

2023
Equivariant quantum graph circuits: constructions for universal approximation over graphs.
Quantum Mach. Intell., June, 2023

Cooperative Graph Neural Networks.
CoRR, 2023

A Theory of Link Prediction via Relational Weisfeiler-Leman.
CoRR, 2023

A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge Graphs.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

PlanE: Representation Learning over Planar Graphs.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Zero-One Laws of Graph Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
The Dichotomy of Evaluating Homomorphism-Closed Queries on Probabilistic Graphs.
Log. Methods Comput. Sci., 2022

Approximate weighted model integration on DNF structures.
Artif. Intell., 2022

Query Answer Explanations under Existential Rules.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Shortest Path Networks for Graph Property Prediction.
Proceedings of the Learning on Graphs Conference, 2022

Equivariant Quantum Graph Circuits.
Proceedings of the International Conference on Machine Learning, 2022

Temporal Knowledge Graph Completion Using Box Embeddings.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Node Classification Meets Link Prediction on Knowledge Graphs.
CoRR, 2021

Open-world probabilistic databases: Semantics, algorithms, complexity.
Artif. Intell., 2021

The Surprising Power of Graph Neural Networks with Random Node Initialization.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Preferred Explanations for Ontology-Mediated Queries under Existential Rules.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
BoxE: A Box Embedding Model for Knowledge Base Completion.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Explanations for Negative Query Answers under Existential Rules.
Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning, 2020

On the Approximability of Weighted Model Integration on DNF Structures.
Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning, 2020

A Dichotomy for Homomorphism-Closed Queries on Probabilistic Graphs.
Proceedings of the 23rd International Conference on Database Theory, 2020

Explanations for Ontology-Mediated Query Answering in Description Logics.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Explanations for Ontology-Mediated Query Answering in Description Logics (Extended Abstract).
Proceedings of the 33rd International Workshop on Description Logics (DL 2020) co-located with the 17th International Conference on Principles of Knowledge Representation and Reasoning (KR 2020), 2020

Learning to Reason: Leveraging Neural Networks for Approximate DNF Counting.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Explanations for Query Answers under Existential Rules.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Ontology-Mediated Query Answering over Log-Linear Probabilistic Data (Abstract).
Proceedings of the 32nd International Workshop on Description Logics, 2019

Ontology-Mediated Query Answering over Log-Linear Probabilistic Data.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Query Answering in Probabilistic Data and Knowledge Bases.
PhD thesis, 2018

A Tutorial on Query Answering and Reasoning over Probabilistic Knowledge Bases.
Proceedings of the Reasoning Web. Learning, Uncertainty, Streaming, and Scalability, 2018

Recent Advances in Querying Probabilistic Knowledge Bases.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017
The Bayesian Ontology Language $$\mathcal {BEL}$$ BEL.
J. Autom. Reason., 2017

Query Answering in Ontologies under Preference Rankings.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Open-World Probabilistic Databases: An Abridged Report.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Most Probable Explanations for Probabilistic Database Queries.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Anfragebeantwortung in Probabilistischen Datenbanken und Wissensbasen.
Proceedings of the Ausgezeichnete Informatikdissertationen 2017, 2017

Ontology-Mediated Queries for Probabilistic Databases.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Open-World Probabilistic Databases.
Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Fifteenth International Conference, 2016

Complexity Results for Probabilistic Datalog<sup>±</sup>.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Open World Probabilistic Databases (Extended Abstract).
Proceedings of the 29th International Workshop on Description Logics, 2016

2015
Dynamic Bayesian Ontology Languages.
CoRR, 2015

Probabilistic Query Answering in the Bayesian Description Logic <i>BE</i>L.
Proceedings of the Scalable Uncertainty Management - 9th International Conference, 2015

The Bayesian Ontology Reasoner is BORN!
Proceedings of the Informal Proceedings of the 4th International Workshop on OWL Reasoner Evaluation (ORE-2015) co-located with the 28th International Workshop on Description Logics (DL 2015), 2015

Dynamic Bayesian Description Logics.
Proceedings of the 28th International Workshop on Description Logics, 2015

Answering EL Queries in the Presence of Preferences.
Proceedings of the 28th International Workshop on Description Logics, 2015

Query Answering in Bayesian Description Logics.
Proceedings of the 28th International Workshop on Description Logics, 2015

2014
Adding Context to Knowledge and Action Bases.
CoRR, 2014

Tight Complexity Bounds for Reasoning in the Description Logic $\mathcal{BE{\kern-.1em}L}$.
Proceedings of the Logics in Artificial Intelligence - 14th European Conference, 2014

Verification of Context-Sensitive Knowledge and Action Bases.
Proceedings of the Logics in Artificial Intelligence - 14th European Conference, 2014

Bayesian Description Logics.
Proceedings of the Informal Proceedings of the 27th International Workshop on Description Logics, 2014

The Bayesian Description Logic ${\mathcal{BEL}}$.
Proceedings of the Automated Reasoning - 7th International Joint Conference, 2014

Reasoning in the Description Logic BEL Using Bayesian Networks.
Proceedings of the Statistical Relational Artificial Intelligence, 2014


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