| The surprising power of graph neural networks with random node initialization R Abboud, II Ceylan, M Grohe, T Lukasiewicz arXiv preprint arXiv:2010.01179, 2020 | 281 | 2020 |
| BoxE: A box embedding model for knowledge base completion R Abboud, II Ceylan, T Lukasiewicz, T Salvatori arXiv preprint arXiv:2007.06267, 2020 | 243 | 2020 |
| Temporal knowledge graph completion using box embeddings J Messner, R Abboud, II Ceylan Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 7779-7787, 2022 | 114 | 2022 |
| Shortest path networks for graph property prediction R Abboud, R Dimitrov, II Ceylan Learning on Graphs Conference, 5: 1-5: 25, 2022 | 67 | 2022 |
| Integration of nonparametric fuzzy classification with an evolutionary-developmental framework to perform music sentiment-based analysis and composition R Abboud, J Tekli Soft Computing 24 (13), 9875-9925, 2020 | 46 | 2020 |
| Learning to reason: Leveraging neural networks for approximate DNF counting R Abboud, I Ceylan, T Lukasiewicz Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3097-3104, 2020 | 34 | 2020 |
| PlanE: representation learning over planar graphs R Dimitrov, Z Zhao, R Abboud, I Ceylan Advances in Neural Information Processing Systems 36, 16028-16054, 2023 | 13 | 2023 |
| MUSE prototype for music sentiment expression R Abboud, J Tekli 2018 IEEE International Conference on Cognitive Computing (ICCC), 106-109, 2018 | 13 | 2018 |
| On the approximability of weighted model integration on DNF structures R Abboud, II Ceylan, R Dimitrov arXiv preprint arXiv:2002.06726, 2020 | 11 | 2020 |
| Counterexample guided neural synthesis E Polgreen, R Abboud, D Kroening arXiv preprint arXiv:2001.09245, 2020 | 9 | 2020 |
| BioPlanner: automatic evaluation of LLMs on protocol planning in biology O O'Donoghue, A Shtedritski, J Ginger, R Abboud, AE Ghareeb, J Booth, ... arXiv preprint arXiv:2310.10632, 2023 | 7 | 2023 |
| Node classification meets link prediction on knowledge graphs R Abboud, II Ceylan arXiv preprint arXiv:2106.07297, 2021 | 5 | 2021 |
| Learning and ai evaluation of tutors responding to students engaging in negative self-talk DR Thomas, J Lin, S Bhushan, R Abboud, E Gatz, S Gupta, KR Koedinger Proceedings of the Eleventh ACM Conference on Learning@ Scale, 481-485, 2024 | 4 | 2024 |
| Approximate weighted model integration on DNF structures R Abboud, İİ Ceylan, R Dimitrov Artificial Intelligence 311, 103753, 2022 | 3 | 2022 |
| Learning and inference over relational data R Abboud University of Oxford, 2022 | 1 | 2022 |
| Augmenting Human-Annotated Training Data with Large Language Model Generation and Distillation in Open-Response Assessment C Borchers, DR Thomas, J Lin, R Abboud, KR Koedinger arXiv preprint arXiv:2501.09126, 2025 | | 2025 |
| Generative AI Evaluation of Human Tutors: Demonstrations and Considerations for Prompt Engineering DR Thomas, J Lin, S Kakarla, S Bhushan, E Gatz, S Gupta, R Abboud, ... Authorea Preprints, 2024 | | 2024 |
| Neural Networks for Approximate DNF Counting: An Abridged Report R Abboud, II Ceylan, T Lukasiewicz | | 2020 |
| Programs creating other programs! R Abboud, J Tekli | | 2018 |
| MUsical Sentiment-Based Composition (MUSC) R Abboud, J Tekli | | 2017 |
İsmail İlkan CeylanDepartmental Lecturer, University of OxfordVerified email at cs.ox.ac.uk