Ralph Abboud : Publications

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@inproceedings{DZAC-NeurIPS'23,
  title = "{PlanE: Representation Learning over Planar Graphs}",
  author = "Radoslav Dimitrov and Zeyang Zhao and Ralph Abboud and İsmail İlkan Ceylan",
  year = "2023",
  booktitle = "Proceedings of the 37th Annual Conference on Neural Information Processing Systems (NeurIPS)",
}

@inproceedings{MAC-AAAI'2022,
  title = "Temporal Knowledge Graph Completion using Box Embeddings",
  author = "Johannes Messner and Ralph Abboud and \.{I}smail \.{I}lkan Ceylan",
  year = "2022",
  booktitle = "Proceedings of the 36th AAAI Conference on Artificial Intelligence‚ AAAI 2022‚ Vancouver‚ BC‚ Canada. AAAI Press",
  url = "https://arxiv.org/abs/2109.08970",
}

@inproceedings{IJCAI-ACGL-2021,
  title = "The Surprising Power of Graph Neural Networks with Random Node Initialization",
  author = "Ralph Abboud and {\.I}smail {\.I}lkan Ceylan and Martin Grohe and Thomas Lukasiewicz",
  year = "2021",
  booktitle = "Proceedings of the 30th International Joint Conference on Artificial Intelligence‚ IJCAI 2021‚ August 21--26‚ 2021",
  month = "August",
  publisher = "IJCAI",
  url = "https://doi.org/10.24963/ijcai.2021/291",
}

@inproceedings{ACL-DLGMA20,
  title = "Neural Networks for Approximate DNF Counting: An Abridged Report",
  author = "Ralph Abboud and {\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz",
  year = "2020",
  booktitle = "Proceedings of the 1st International Workshop on Deep Learning on Graphs: Methodologies and Applications, DLGMA 2020‚ New York, New York, USA‚ February 8‚ 2020",
  editor = "Lingfei Wu and Jian Tang and Yinglong Xia and Charu Aggarwal",
  month = "February",
  url = "https://dlg2019.bitbucket.io/aaai20/accepted_papers/DLGMA_2020_paper_20.pdf",
}

@inproceedings{ACL-AAAI20,
  title = "Learning to Reason: Leveraging Neural Networks for Approximate {DNF} Counting",
  author = "Ralph Abboud and {\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz",
  year = "2020",
  annote = "https://github.com/ralphabb/NeuralDNF/",
  booktitle = "Proceedings of the 34th AAAI Conference on Artificial Intelligence‚ AAAI 2020‚ New York, New York, USA‚ February 7--12‚ 2020",
  editor = "Vincent Conitzer and Fei Sha",
  month = "February",
  publisher = "AAAI Press",
  url = "https://aaai.org/ojs/index.php/AAAI/article/view/5705",
}

@inproceedings{NeurIPS-ACLS-2020,
  title = "BoxE: A Box Embedding Model for Knowledge Base Completion",
  author = "Ralph Abboud and {\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz and Tommaso Salvatori",
  year = "2020",
  booktitle = "Proceedings of the 34th Annual Conference on Neural Information Processing Systems‚ NeurIPS 2020‚ December 6--12‚ 2020",
  month = "December",
  url = "https://proceedings.neurips.cc/paper/2020/hash/6dbbe6abe5f14af882ff977fc3f35501-Abstract.html",
}

@inproceedings{ACR-KR20,
  title = "On the Approximability of Weighted Model Integration on DNF Structures",
  author = "Ralph Abboud and {\.I}smail {\.I}lkan Ceylan and Radoslav Dimitrov",
  year = "2020",
  booktitle = "Proceedings of 17th International Conference on Principles of Knowledge Representation and Reasoning, KR 2020, September 12-18, Rhodes, Greece",
  editor = "Diego Calvanese and Esra Erdem",
  publisher = "AAAI Press",
  url = "https://arxiv.org/pdf/2002.06726.pdf",
}