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Ralph Abboud
Ralph Abboud
Schmidt Futures
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Title
Cited by
Cited by
Year
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
2042020
BoxE: A box embedding model for knowledge base completion
R Abboud, II Ceylan, T Lukasiewicz, T Salvatori
arXiv preprint arXiv:2007.06267, 2020
1622020
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
722022
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
392020
Shortest path networks for graph property prediction
R Abboud, R Dimitrov, II Ceylan
Learning on Graphs Conference, 5: 1-5: 25, 2022
322022
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
302020
MUSE prototype for music sentiment expression
R Abboud, J Tekli
2018 IEEE International Conference on Cognitive Computing (ICCC), 106-109, 2018
122018
On the approximability of weighted model integration on DNF structures
R Abboud, II Ceylan, R Dimitrov
arXiv preprint arXiv:2002.06726, 2020
102020
Counterexample guided neural synthesis
E Polgreen, R Abboud, D Kroening
arXiv preprint arXiv:2001.09245, 2020
72020
PlanE: Representation Learning over Planar Graphs
R Dimitrov, Z Zhao, R Abboud, I Ceylan
Advances in Neural Information Processing Systems 36, 2024
52024
Node classification meets link prediction on knowledge graphs
R Abboud, İİ Ceylan
arXiv preprint arXiv:2106.07297, 2021
52021
Approximate weighted model integration on DNF structures
R Abboud, İİ Ceylan, R Dimitrov
Artificial Intelligence 311, 103753, 2022
32022
Learning and inference over relational data
R Abboud
University of Oxford, 2022
12022
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
2023
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
On the Approximability of Weighted Model Integration over DNF Structures [1]
R Abboud, İİ Ceylan, R Dimitrov
Intelligent Automated Vehicle Gear Switching Simulation Software based on Fuzzy Reasoning
RE Abboud
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Articles 1–19