Ismail Ilkan Ceylan

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 54

Top Venues

Dresden University of Technology, Germany (PHD)

Education History

Dresden University of Technology, Germany

PHD

Publications

Oscar Davis, Samuel Kessler, Mircea Petrache, Ismail Ilkan Ceylan, Michael M. Bronstein, Avishek Joey Bose
Fisher Flow Matching for Generative Modeling over Discrete Data. CoRR (2024)
Xingyue Huang, Miguel A. Romero Orth, Pablo Barceló, Michael M. Bronstein, Ismail Ilkan Ceylan
Link Prediction with Relational Hypergraphs. CoRR (2024)
Emily Jin, Michael Bronstein, Ismail Ilkan Ceylan, Matthias Lanzinger
Homomorphism Counts for Graph Neural Networks: All About That Basis. CoRR (2024)
Ben Finkelshtein, Ismail Ilkan Ceylan, Michael M. Bronstein, Ron Levie
Learning on Large Graphs using Intersecting Communities. CoRR (2024)
Sam Adam-Day, Michael Benedikt, Ismail Ilkan Ceylan, Ben Finkelshtein
Graph neural network outputs are almost surely asymptotically constant. CoRR (2024)
Christopher Morris, Nadav Dym, Haggai Maron, Ismail Ilkan Ceylan, Fabrizio Frasca, Ron Levie, Derek Lim, Michael Bronstein, Martin Grohe, Stefanie Jegelka
Future Directions in Foundations of Graph Machine Learning. CoRR (2024)
Xingyue Huang, Miguel Romero, Ismail Ilkan Ceylan, Pablo Barceló
A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge Graphs. NeurIPS (2023)
Radoslav Dimitrov, Zeyang Zhao, Ralph Abboud, Ismail Ilkan Ceylan
PlanE: Representation Learning over Planar Graphs. CoRR (2023)
Ben Finkelshtein, Xingyue Huang, Michael Bronstein, Ismail Ilkan Ceylan
Cooperative Graph Neural Networks. CoRR (2023)
Radoslav Dimitrov, Zeyang Zhao, Ralph Abboud, Ismail Ilkan Ceylan
PlanE: Representation Learning over Planar Graphs. NeurIPS (2023)
Sam Adam-Day, Theodor-Mihai Iliant, Ismail Ilkan Ceylan
Zero-One Laws of Graph Neural Networks. NeurIPS (2023)
Sam Adam-Day, Theodor-Mihai Iliant, Ismail Ilkan Ceylan
Zero-One Laws of Graph Neural Networks. CoRR (2023)
Xingyue Huang, Miguel A. Romero Orth, Ismail Ilkan Ceylan, Pablo Barceló
A Theory of Link Prediction via Relational Weisfeiler-Leman. CoRR (2023)
Péter Mernyei, Konstantinos Meichanetzidis, Ismail Ilkan Ceylan
Equivariant quantum graph circuits: constructions for universal approximation over graphs. Quantum Mach. Intell. 5 (1) (2023)
Johannes Messner, Ralph Abboud, Ismail Ilkan Ceylan
Temporal Knowledge Graph Completion Using Box Embeddings. AAAI (2022)
Ralph Abboud, Radoslav Dimitrov, Ismail Ilkan Ceylan
Shortest Path Networks for Graph Property Prediction. CoRR (2022)
Ralph Abboud, Radoslav Dimitrov, Ismail Ilkan Ceylan
Shortest Path Networks for Graph Property Prediction. LoG (2022)
Ismail Ilkan Ceylan, Thomas Lukasiewicz, Enrico Malizia, Cristian Molinaro, Andrius Vaicenavicius
Explanations for Negative Query Answers under Existential Rules. DP@AI*IA (2022)
Ismail Ilkan Ceylan, Thomas Lukasiewicz, Enrico Malizia, Andrius Vaicenavicius
Query Answer Explanations under Existential Rules. SEBD (2022)
Ralph Abboud, Ismail Ilkan Ceylan, Radoslav Dimitrov
Approximate weighted model integration on DNF structures. Artif. Intell. 311 (2022)
Péter Mernyei, Konstantinos Meichanetzidis, Ismail Ilkan Ceylan
Equivariant Quantum Graph Circuits. ICML (2022)
Antoine Amarilli, Ismail Ilkan Ceylan
The Dichotomy of Evaluating Homomorphism-Closed Queries on Probabilistic Graphs. Log. Methods Comput. Sci. 18 (1) (2022)
Ismail Ilkan Ceylan, Adnan Darwiche, Guy Van den Broeck
Open-world probabilistic databases: Semantics, algorithms, complexity. Artif. Intell. 295 (2021)
Péter Mernyei, Konstantinos Meichanetzidis, Ismail Ilkan Ceylan
Equivariant Quantum Graph Circuits. CoRR (2021)
Ralph Abboud, Ismail Ilkan Ceylan
Node Classification Meets Link Prediction on Knowledge Graphs. CoRR (2021)
Ismail Ilkan Ceylan, Thomas Lukasiewicz, Enrico Malizia, Cristian Molinaro, Andrius Vaicenavicius
Preferred Explanations for Ontology-Mediated Queries under Existential Rules. AAAI (2021)
Ralph Abboud, Ismail Ilkan Ceylan, Martin Grohe, Thomas Lukasiewicz
The Surprising Power of Graph Neural Networks with Random Node Initialization. IJCAI (2021)
Johannes Messner, Ralph Abboud, Ismail Ilkan Ceylan
Temporal Knowledge Graph Completion using Box Embeddings. CoRR (2021)
Antoine Amarilli, Ismail Ilkan Ceylan
A Dichotomy for Homomorphism-Closed Queries on Probabilistic Graphs. ICDT (2020)
Ralph Abboud, Ismail Ilkan Ceylan, Thomas Lukasiewicz
Learning to Reason: Leveraging Neural Networks for Approximate DNF Counting. AAAI (2020)
Ralph Abboud, Ismail Ilkan Ceylan, Martin Grohe, Thomas Lukasiewicz
The Surprising Power of Graph Neural Networks with Random Node Initialization. CoRR (2020)
Ralph Abboud, Ismail Ilkan Ceylan, Thomas Lukasiewicz, Tommaso Salvatori
BoxE: A Box Embedding Model for Knowledge Base Completion. CoRR (2020)
Ralph Abboud, Ismail Ilkan Ceylan, Radoslav Dimitrov
On the Approximability of Weighted Model Integration on DNF Structures. KR (2020)
Ralph Abboud, Ismail Ilkan Ceylan, Radoslav Dimitrov
On the Approximability of Weighted Model Integration on DNF Structures. CoRR (2020)
Ismail Ilkan Ceylan, Thomas Lukasiewicz, Enrico Malizia, Andrius Vaicenavicius
Explanations for Ontology-Mediated Query Answering in Description Logics (Extended Abstract). Description Logics (2020)
Ismail Ilkan Ceylan, Thomas Lukasiewicz, Enrico Malizia, Cristian Molinaro, Andrius Vaicenavicius
Explanations for Negative Query Answers under Existential Rules. KR (2020)
Ismail Ilkan Ceylan, Thomas Lukasiewicz, Enrico Malizia, Andrius Vaicenavicius
Explanations for Ontology-Mediated Query Answering in Description Logics. ECAI (2020)
Ralph Abboud, Ismail Ilkan Ceylan, Thomas Lukasiewicz, Tommaso Salvatori
BoxE: A Box Embedding Model for Knowledge Base Completion. NeurIPS (2020)
Ralph Abboud, Ismail Ilkan Ceylan, Thomas Lukasiewicz
Learning to Reason: Leveraging Neural Networks for Approximate DNF Counting. CoRR (2019)
Ismail Ilkan Ceylan, Thomas Lukasiewicz, Enrico Malizia, Andrius Vaicenavicius
Explanations for Query Answers under Existential Rules. IJCAI (2019)
Stefan Borgwardt, Ismail Ilkan Ceylan, Thomas Lukasiewicz
Ontology-Mediated Query Answering over Log-Linear Probabilistic Data. AAAI (2019)
Antoine Amarilli, Ismail Ilkan Ceylan
A Dichotomy for Homomorphism-Closed Queries on Probabilistic Graphs. CoRR (2019)
Stefan Borgwardt, Ismail Ilkan Ceylan, Thomas Lukasiewicz
Ontology-Mediated Query Answering over Log-Linear Probabilistic Data (Abstract). Description Logics (2019)
Ismail Ilkan Ceylan, Thomas Lukasiewicz
A Tutorial on Query Answering and Reasoning over Probabilistic Knowledge Bases. Reasoning Web (2018)
Stefan Borgwardt, Ismail Ilkan Ceylan, Thomas Lukasiewicz
Recent Advances in Querying Probabilistic Knowledge Bases. IJCAI (2018)
Ismail Ilkan Ceylan, Adnan Darwiche, Guy Van den Broeck
Open-World Probabilistic Databases: An Abridged Report. IJCAI (2017)
Ismail Ilkan Ceylan, Rafael Peñaloza
The Bayesian Ontology Language $$\mathcal {BEL}$$ BEL. J. Autom. Reason. 58 (1) (2017)
Stefan Borgwardt, Ismail Ilkan Ceylan, Thomas Lukasiewicz
Ontology-Mediated Queries for Probabilistic Databases. AAAI (2017)
Ismail Ilkan Ceylan, Thomas Lukasiewicz, Rafael Peñaloza, Oana Tifrea-Marciuska
Query Answering in Ontologies under Preference Rankings. IJCAI (2017)
Ismail Ilkan Ceylan, Stefan Borgwardt, Thomas Lukasiewicz
Most Probable Explanations for Probabilistic Database Queries. IJCAI (2017)
Ismail Ilkan Ceylan
Anfragebeantwortung in Probabilistischen Datenbanken und Wissensbasen. Ausgezeichnete Informatikdissertationen (2017)
Ismail Ilkan Ceylan, Adnan Darwiche, Guy Van den Broeck
Open World Probabilistic Databases (Extended Abstract). Description Logics (2016)
Ismail Ilkan Ceylan, Adnan Darwiche, Guy Van den Broeck
Open-World Probabilistic Databases. KR (2016)
Ismail Ilkan Ceylan, Thomas Lukasiewicz, Rafael Peñaloza
. ECAI (2016)
Ismail Ilkan Ceylan, Rafael Peñaloza
Dynamic Bayesian Description Logics. Description Logics (2015)
Ismail Ilkan Ceylan, Thomas Lukasiewicz, Rafael Peñaloza
Answering EL Queries in the Presence of Preferences. Description Logics (2015)
Ismail Ilkan Ceylan, Rafael Peñaloza
L. SUM (2015)
Ismail Ilkan Ceylan
Query Answering in Bayesian Description Logics. Description Logics (2015)
Ismail Ilkan Ceylan, Rafael Peñaloza
Dynamic Bayesian Ontology Languages. CoRR (2015)
Ismail Ilkan Ceylan, Julian Mendez, Rafael Peñaloza
The Bayesian Ontology Reasoner is BORN! ORE (2015)
Diego Calvanese, Ismail Ilkan Ceylan, Marco Montali, Ario Santoso
Verification of Context-Sensitive Knowledge and Action Bases. JELIA (2014)
Diego Calvanese, Ismail Ilkan Ceylan, Marco Montali, Ario Santoso
Adding Context to Knowledge and Action Bases. CoRR (2014)
Ismail Ilkan Ceylan, Rafael Peñaloza
Tight Complexity Bounds for Reasoning in the Description Logic $\mathcal{BE{\kern-.1em}L}$. JELIA (2014)
Ismail Ilkan Ceylan, Rafael Peñaloza
The Bayesian Description Logic ${\mathcal{BEL}}$. IJCAR (2014)
Ismail Ilkan Ceylan, Rafael Peñaloza
Bayesian Description Logics. Description Logics (2014)
Ismail Ilkan Ceylan, Rafael Peñaloza
Reasoning in the Description Logic BEL Using Bayesian Networks. AAAI Workshop: Statistical Relational Artificial Intelligence (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ismail Ilkan Ceylan