Ralph Abboud

According to our database, Ralph Abboud authored at least 14 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology.

Odhran O'Donoghue, Aleksandar Shtedritski, John Ginger, Ralph Abboud, Ali Essa Ghareeb, Justin Booth, Samuel G. Rodriques

CoRR, 2023

PlanE: Representation Learning over Planar Graphs.

Radoslav Dimitrov, Zeyang Zhao, Ralph Abboud, Ismail Ilkan Ceylan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology.

Odhran O'Donoghue, Aleksandar Shtedritski, John Ginger, Ralph Abboud, Ali Essa Ghareeb, Samuel G. Rodriques

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Approximate weighted model integration on DNF structures.

Ralph Abboud, Ismail Ilkan Ceylan, Radoslav Dimitrov

Artif. Intell., 2022

Shortest Path Networks for Graph Property Prediction.

Ralph Abboud, Radoslav Dimitrov, Ismail Ilkan Ceylan

Proceedings of the Learning on Graphs Conference, 2022

Temporal Knowledge Graph Completion Using Box Embeddings.

Johannes Messner, Ralph Abboud, Ismail Ilkan Ceylan

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Node Classification Meets Link Prediction on Knowledge Graphs.

Ralph Abboud, Ismail Ilkan Ceylan

CoRR, 2021

The Surprising Power of Graph Neural Networks with Random Node Initialization.

Ralph Abboud, Ismail Ilkan Ceylan, Martin Grohe, Thomas Lukasiewicz

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

Integration of nonparametric fuzzy classification with an evolutionary-developmental framework to perform music sentiment-based analysis and composition.

Ralph Abboud, Joe Tekli

Soft Comput., 2020

CounterExample Guided Neural Synthesis.

Elizabeth Polgreen, Ralph Abboud, Daniel Kroening

CoRR, 2020

BoxE: A Box Embedding Model for Knowledge Base Completion.

Ralph Abboud, Ismail Ilkan Ceylan, Thomas Lukasiewicz, Tommaso Salvatori

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

On the Approximability of Weighted Model Integration on DNF Structures.

Ralph Abboud, Ismail Ilkan Ceylan, Radoslav Dimitrov

Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning, 2020

Learning to Reason: Leveraging Neural Networks for Approximate DNF Counting.

Ralph Abboud, Ismail Ilkan Ceylan, Thomas Lukasiewicz

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2018

MUSE Prototype for Music Sentiment Expression.

Ralph Abboud, Joe Tekli

Proceedings of the 2018 IEEE International Conference on Cognitive Computing, 2018