{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,25]],"date-time":"2026-02-25T15:30:05Z","timestamp":1772033405541,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":30,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,5,13]],"date-time":"2024-05-13T00:00:00Z","timestamp":1715558400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100006374","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62122089"],"award-info":[{"award-number":["62122089"]}],"id":[{"id":"10.13039\/501100006374","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Intelligent Social Governance Platform, Major Innovation & Planning Interdisciplinary Platform for the ?Double-First Class? Initiative, Renmin University of China"},{"name":"Beijing Outstanding Young Scientist Program","award":["BJJWZYJH012019100020098"],"award-info":[{"award-number":["BJJWZYJH012019100020098"]}]},{"name":"The Fundamental Research Funds for the Central Universities"},{"name":"The Research Funds of Renmin University of China."}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,5,13]]},"DOI":"10.1145\/3589334.3645565","type":"proceedings-article","created":{"date-parts":[[2024,5,8]],"date-time":"2024-05-08T07:08:13Z","timestamp":1715152093000},"page":"2128-2137","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":6,"title":["Bridging the Space Gap: Unifying Geometry Knowledge Graph Embedding with Optimal Transport"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2912-750X","authenticated-orcid":false,"given":"Yuhan","family":"Liu","sequence":"first","affiliation":[{"name":"Gaoling School of Artificial Intelligence, Renmin University of China, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-8473-7209","authenticated-orcid":false,"given":"Zelin","family":"Cao","sequence":"additional","affiliation":[{"name":"Gaoling School of Artificial Intelligence, Renmin University of China, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-4131-3006","authenticated-orcid":false,"given":"Xing","family":"Gao","sequence":"additional","affiliation":[{"name":"Alibaba DAMO Academy, Hangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3835-7975","authenticated-orcid":false,"given":"Ji","family":"Zhang","sequence":"additional","affiliation":[{"name":"Alibaba DAMO Academy, Hangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3356-6823","authenticated-orcid":false,"given":"Rui","family":"Yan","sequence":"additional","affiliation":[{"name":"Gaoling School of Artificial Intelligence, Renmin University of China &amp; Engineering Research Center of Next-Generation Intelligent Search and Recommendation, Ministry of Education, Beijing, China"}]}],"member":"320","published-online":{"date-parts":[[2024,5,13]]},"reference":[{"key":"e_1_3_2_2_1_1","volume-title":"Multi-relational poincar\u00e9 graph embeddings. Advances in Neural Information Processing Systems 32","author":"Balazevic Ivana","year":"2019","unstructured":"Ivana Balazevic, Carl Allen, and Timothy Hospedales. 2019. Multi-relational poincar\u00e9 graph embeddings. Advances in Neural Information Processing Systems 32 (2019)."},{"key":"e_1_3_2_2_2_1","volume-title":"Translating embeddings for modeling multi-relational data. Advances in neural information processing systems 26","author":"Bordes Antoine","year":"2013","unstructured":"Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran, Jason Weston, and Oksana Yakhnenko. 2013. Translating embeddings for modeling multi-relational data. Advances in neural information processing systems 26 (2013)."},{"key":"e_1_3_2_2_3_1","volume-title":"Geometry Interaction Knowledge Graph Embeddings. In AAAI Conference on Artificial Intelligence.","author":"Cao Zongsheng","year":"2022","unstructured":"Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, and Qingming Huang. 2022. Geometry Interaction Knowledge Graph Embeddings. In AAAI Conference on Artificial Intelligence."},{"key":"e_1_3_2_2_4_1","first-page":"39090","article-title":"Otkge: Multi-modal knowledge graph embeddings via optimal transport","volume":"35","author":"Cao Zongsheng","year":"2022","unstructured":"Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, and Qingming Huang. 2022. Otkge: Multi-modal knowledge graph embeddings via optimal transport. Advances in Neural Information Processing Systems 35 (2022), 39090--39102.","journal-title":"Advances in Neural Information Processing Systems"},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.617"},{"key":"e_1_3_2_2_6_1","volume-title":"Joint distribution optimal transportation for domain adaptation. Advances in neural information processing systems 30","author":"Courty Nicolas","year":"2017","unstructured":"Nicolas Courty, R\u00e9mi Flamary, Amaury Habrard, and Alain Rakotomamonjy. 2017. Joint distribution optimal transportation for domain adaptation. Advances in neural information processing systems 30 (2017)."},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/3184558.3191541"},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401057"},{"key":"e_1_3_2_2_9_1","volume-title":"International conference on learning representations.","author":"Gu Albert","year":"2018","unstructured":"Albert Gu, Frederic Sala, Beliz Gunel, and Christopher R\u00e9. 2018. Learning mixedcurvature representations in product spaces. In International conference on learning representations."},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P15-1067"},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/E17-2077"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-49461-2_12"},{"key":"e_1_3_2_2_13_1","volume-title":"International Conference on Machine Learning. PMLR, 2863--2872","author":"Lacroix Timoth\u00e9e","year":"2018","unstructured":"Timoth\u00e9e Lacroix, Nicolas Usunier, and Guillaume Obozinski. 2018. Canonical tensor decomposition for knowledge base completion. In International Conference on Machine Learning. PMLR, 2863--2872."},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1313"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-main.735"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.5555\/2886521.2886624"},{"key":"e_1_3_2_2_17_1","unstructured":"Farzaneh Mahdisoltani Joanna Biega and Fabian M Suchanek. 2013. Yago3: A knowledge base from multilingual wikipedias. In CIDR."},{"key":"e_1_3_2_2_18_1","unstructured":"Gaspard Monge. 1781. M\u00e9moire sur la th\u00e9orie des d\u00e9blais et des remblais. Mem. Math. Phys. Acad. Royale Sci. (1781) 666--704."},{"key":"e_1_3_2_2_19_1","volume-title":"Poincar\u00e9 embeddings for learning hierarchical representations. Advances in neural information processing systems 30","author":"Nickel Maximillian","year":"2017","unstructured":"Maximillian Nickel and Douwe Kiela. 2017. Poincar\u00e9 embeddings for learning hierarchical representations. Advances in neural information processing systems 30 (2017)."},{"key":"e_1_3_2_2_20_1","volume-title":"Proceedings of the 28th International Conference on International Conference on Machine Learning. 809-- 816","author":"Nickel Maximilian","year":"2011","unstructured":"Maximilian Nickel, Volker Tresp, and Hans-Peter Kriegel. 2011. A three-way model for collective learning on multi-relational data. In Proceedings of the 28th International Conference on International Conference on Machine Learning. 809-- 816."},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.naacl-main.182"},{"key":"e_1_3_2_2_22_1","volume-title":"International conference on machine learning. PMLR, 4460--4469","author":"Sala Frederic","year":"2018","unstructured":"Frederic Sala, Chris De Sa, Albert Gu, and Christopher R\u00e9. 2018. Representation tradeoffs for hyperbolic embeddings. In International conference on machine learning. PMLR, 4460--4469."},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-main.460"},{"key":"e_1_3_2_2_24_1","volume-title":"International Conference on Learning Representations.","author":"Sun Zhiqing","year":"2018","unstructured":"Zhiqing Sun, Zhi-Hong Deng, Jian-Yun Nie, and Jian Tang. 2018. RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space. In International Conference on Learning Representations."},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.findings-naacl.85"},{"key":"e_1_3_2_2_26_1","volume-title":"International conference on machine learning. PMLR","author":"Trouillon Th\u00e9o","year":"2016","unstructured":"Th\u00e9o Trouillon, Johannes Welbl, Sebastian Riedel, \u00c9ric Gaussier, and Guillaume Bouchard. 2016. Complex embeddings for simple link prediction. In International conference on machine learning. PMLR, 2071--2080."},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v28i1.8870"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539333"},{"key":"e_1_3_2_2_29_1","volume-title":"Proceedings of the International Conference on Learning Representations (ICLR)","author":"Yang Bishan","year":"2015","unstructured":"Bishan Yang, Scott Wen-tau Yih, Xiaodong He, Jianfeng Gao, and Li Deng. 2015. Embedding Entities and Relations for Learning and Inference in Knowledge Bases. In Proceedings of the International Conference on Learning Representations (ICLR) 2015."},{"key":"e_1_3_2_2_30_1","volume-title":"Quaternion knowledge graph embeddings. Advances in neural information processing systems 32","author":"Zhang Shuai","year":"2019","unstructured":"Shuai Zhang, Yi Tay, Lina Yao, and Qi Liu. 2019. Quaternion knowledge graph embeddings. Advances in neural information processing systems 32 (2019)."}],"event":{"name":"WWW '24: The ACM Web Conference 2024","location":"Singapore Singapore","acronym":"WWW '24","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web"]},"container-title":["Proceedings of the ACM Web Conference 2024"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3589334.3645565","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3589334.3645565","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T00:28:56Z","timestamp":1755822536000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3589334.3645565"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5,13]]},"references-count":30,"alternative-id":["10.1145\/3589334.3645565","10.1145\/3589334"],"URL":"https:\/\/doi.org\/10.1145\/3589334.3645565","relation":{},"subject":[],"published":{"date-parts":[[2024,5,13]]},"assertion":[{"value":"2024-05-13","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}