@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)", url = "https://arxiv.org/abs/2307.01180", } @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{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", } @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", }