Ralph Abboud : Publications

Conference papers

• [1]

  PlanE: Representation Learning over Planar Graphs

  Radoslav Dimitrov‚ Zeyang Zhao‚ Ralph Abboud and İsmail İlkan Ceylan

  In Proceedings of the 37th Annual Conference on Neural Information Processing Systems (NeurIPS). 2023.

  Details about PlanE: Representation Learning over Planar Graphs | BibTeX data for PlanE: Representation Learning over Planar Graphs

• [2]

  Temporal Knowledge Graph Completion using Box Embeddings

  Johannes Messner‚ Ralph Abboud and İsmail İlkan Ceylan

  In Proceedings of the 36th AAAI Conference on Artificial Intelligence‚ AAAI 2022‚ Vancouver‚ BC‚ Canada. AAAI Press. 2022.

  Details about Temporal Knowledge Graph Completion using Box Embeddings | BibTeX data for Temporal Knowledge Graph Completion using Box Embeddings | Link to Temporal Knowledge Graph Completion using Box Embeddings

• [3]

  The Surprising Power of Graph Neural Networks with Random Node Initialization

  Ralph Abboud‚ İsmail İlkan Ceylan‚ Martin Grohe and Thomas Lukasiewicz

  In Proceedings of the 30th International Joint Conference on Artificial Intelligence‚ IJCAI 2021‚ August 21–26‚ 2021. IJCAI. August, 2021.

  Details about The Surprising Power of Graph Neural Networks with Random Node Initialization | BibTeX data for The Surprising Power of Graph Neural Networks with Random Node Initialization | Link to The Surprising Power of Graph Neural Networks with Random Node Initialization

• [4]

  BoxE: A Box Embedding Model for Knowledge Base Completion

  Ralph Abboud‚ İsmail İlkan Ceylan‚ Thomas Lukasiewicz and Tommaso Salvatori

  In Proceedings of the 34th Annual Conference on Neural Information Processing Systems‚ NeurIPS 2020‚ December 6–12‚ 2020. December, 2020.

  Details about BoxE: A Box Embedding Model for Knowledge Base Completion | BibTeX data for BoxE: A Box Embedding Model for Knowledge Base Completion | Link to BoxE: A Box Embedding Model for Knowledge Base Completion

• [5]

  On the Approximability of Weighted Model Integration on DNF Structures

  Ralph Abboud‚ İsmail İlkan Ceylan and Radoslav Dimitrov

  In Diego Calvanese and Esra Erdem, editors, Proceedings of 17th International Conference on Principles of Knowledge Representation and Reasoning‚ KR 2020‚ September 12−18‚ Rhodes‚ Greece. AAAI Press. 2020.

  Details about On the Approximability of Weighted Model Integration on DNF Structures | BibTeX data for On the Approximability of Weighted Model Integration on DNF Structures | Download (pdf) of On the Approximability of Weighted Model Integration on DNF Structures

• [6]

  Neural Networks for Approximate DNF Counting: An Abridged Report

  Ralph Abboud‚ İsmail İlkan Ceylan and Thomas Lukasiewicz

  In Lingfei Wu‚ Jian Tang‚ Yinglong Xia and Charu Aggarwal, editors, Proceedings of the 1st International Workshop on Deep Learning on Graphs: Methodologies and Applications‚ DLGMA 2020‚ New York‚ New York‚ USA‚ February 8‚ 2020. February, 2020.

  Details about Neural Networks for Approximate DNF Counting: An Abridged Report | BibTeX data for Neural Networks for Approximate DNF Counting: An Abridged Report | Download (pdf) of Neural Networks for Approximate DNF Counting: An Abridged Report

• [7]

  Learning to Reason: Leveraging Neural Networks for Approximate DNF Counting

  Ralph Abboud‚ İsmail İlkan Ceylan and Thomas Lukasiewicz

  In Vincent Conitzer and Fei Sha, editors, Proceedings of the 34th AAAI Conference on Artificial Intelligence‚ AAAI 2020‚ New York‚ New York‚ USA‚ February 7–12‚ 2020. AAAI Press. February, 2020.

  Details about Learning to Reason: Leveraging Neural Networks for Approximate DNF Counting | BibTeX data for Learning to Reason: Leveraging Neural Networks for Approximate DNF Counting | Link to Learning to Reason: Leveraging Neural Networks for Approximate DNF Counting