Scholar
İsmail İlkan Ceylan
Google Scholar ID: avJ5kQcAAAAJ
Departmental Lecturer, University of Oxford
Artificial Intelligence
Machine Learning
Graph Machine Learning
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Citations & Impact
All-time
Citations
1,536
H-index
18
i10-index
28
Publications
20
Co-authors
39
list available
Publications
11 items
Global Transport Couplings for Classifier-Free Guided Flows
2026
Cited
0
To Learn is to Wander: Learning Across Graphs and Tasks with Random Walks
2026
Cited
0
Thinking with Looped Flows
2026
Cited
0
Topological Flow Matching
2026
Cited
0
What are the Right Symmetries for Formal Theorem Proving?
2026
Cited
0
RelAgent: LLM Agents as Data Scientists for Relational Learning
2026
Cited
0
MacroGuide: Topological Guidance for Macrocycle Generation
2026
Cited
0
Categorical Flow Maps
2026
Cited
0
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Co-authors
16 total
Thomas Lukasiewicz
Vienna University of Technology, Austria; University of Oxford, UK
Ralph Abboud
Learning Engineering Virtual Institute
Michael Bronstein
DeepMind Professor of AI, University of Oxford / Scientific Director, AITHYRA
Rafael Peñaloza
University of Milano-Bicocca
Xingyue Huang
University of Oxford
Stefan Borgwardt
Theoretical Computer Science, TU Dresden
Ben Finkelshtein
PhD student, University of Oxford
Pablo Barceló
Institute for Mathematical and Computational Engineering, PUC Chile & IMFD Chile & CENIA Chile
